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Andreas K. Maier

Andreas Maier 0001

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affiliation: University of Erlangen-Nuremberg, Department of Computer Science, Pattern Recognition Laboratory, Erlangen, Germany

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2020 – today

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2025
[j148]
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Wonkyeong Lee, Fabian Wagner, Adrian Galdran, Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou, Md. Atik Ahamed, Abdullah Al Zubaer Imran, Ji Eun Oh, Kyungsang Kim, Jong Tak Baek, Dongheon Lee, Boohwi Hong, Philip Tempelman, Donghang Lyu, Adrian Kuiper, Lars van Blokland, Maria Baldeon Calisto, Scott S. Hsieh, Minah Han, Jongduk Baek, Andreas Maier, Adam Wang, Garry Evan Gold, Jang-Hwan Choi:
Low-dose computed tomography perceptual image quality assessment. Medical Image Anal. 99: 103343 (2025)
2024
[j147]
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Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, Dorothy A. Thompson, Andreas K. Maier:
Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification. IEEE Access 12: 52352-52362 (2024)
[j146]
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Yixing Huang, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz:
An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration. IEEE Access 12: 101210-101227 (2024)
[j145]
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  - journals/cars/RohlederTRBGPMVMK24
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Maximilian Rohleder, Mareike Thies, Sophie Riedl, Benno Bullert, Jula Gierse, Maxim Privalov, Eric Mandelka, Sven Yves Vetter, Andreas K. Maier, Björn W. Kreher:
An interactive task-based method for the avoidance of metal artifacts in CBCT. Int. J. Comput. Assist. Radiol. Surg. 19(7): 1399-1407 (2024)
[j144]
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Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction. Comput. Biol. Medicine 182: 109178 (2024)
[j143]
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  - journals/eswa/ZinnenMLBHTHMC24
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Mathias Zinnen, Prathmesh Madhu, Inger Leemans, Peter Bell, Azhar Hussian, Hang Tran, Ali Hürriyetoglu, Andreas K. Maier, Vincent Christlein:
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset. Expert Syst. Appl. 255: 124576 (2024)
[j142]
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Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Andreas K. Maier, Rodrigo da Rosa Righi:
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions. Expert Syst. Appl. 255: 124644 (2024)
[j141]
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Regine Büter, John J. Han, Ayberk Acar, Yizhou Li, Paola Ruiz Puentes, Roger D. Soberanis-Mukul, Iris Gupta, Joyraj Bhowmick, Ahmed Ghazi, Andreas K. Maier, Mathias Unberath, Jie Ying Wu:
Improving the Temporal Accuracy of Eye Gaze Tracking for the da Vinci Surgical System through Automatic Detection of Decalibration Events and Recalibration. J. Medical Robotics Res. 9(1&2): 2440001:1-2440001:9 (2024)
[j140]
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  - journals/neuroimage/SchillingGBRMMRHK24
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Achim Schilling, Richard Gerum, Claudia Boehm, Jwan Rasheed, Claus Metzner, Andreas Maier, Caroline Reindl, Hajo M. Hamer, Patrick Krauss:
Deep learning based decoding of single local field potential events. NeuroImage 297: 120696 (2024)
[j139]
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Johannes Emmert, Ronald Mendez, Houman Mirzaalian Dastjerdi, Christopher Syben, Andreas K. Maier:
The Artificial Neural Twin - Process optimization and continual learning in distributed process chains. Neural Networks 180: 106647 (2024)
[j138]
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  - journals/tgrs/WuGSZBMC24
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Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Contextual HookFormer for Glacier Calving Front Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j137]
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Haijun Yu, Song Ni, Mareike Thies, Fabian Wagner, Yixing Huang, Fengling Liu, Andreas K. Maier:
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution. IEEE Trans. Instrum. Meas. 73: 1-11 (2024)
[c536]
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  - conf/bildmed/NauVRGM24
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Merlin A. Nau, A. Hans Vija, Maximilian P. Reymann, Wesley Gohn, Andreas K. Maier:
Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies. Bildverarbeitung für die Medizin 2024: 3-8
[c535]
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Christof A. Bertram, Christian Marzahl, Alexander Bartel, Jason Stayt, Federico Bonsembiante, Janet Beeler-Marfisi, Ann K. Barton, Ginevra Brocca, Maria E. Gelain, Agnes C. Gläsel, Kelly du Preez, Kristina Weiler, Christiane Weissenbacher-Lang, Katharina Breininger, Marc Aubreville, Andreas K. Maier, Robert Klopfleisch, Jenny Hill:
Abstract: Cytologic Scoring of Equine Exercise-induced Pulmonary Hemorrhage - Performance of Human Experts and a Deep Learning. Bildverarbeitung für die Medizin 2024: 10
[c534]
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Leonhard Rist, Oliver Taubmann, Hendrik Ditt, Michael Sühling, Andreas K. Maier:
Abstract: Flexible Unfolding of Circular Structures for Rendering Textbook-style Cerebrovascular Maps. Bildverarbeitung für die Medizin 2024: 12
[c533]
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Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier:
Attention-guided Erasing - Novel Augmentation Method for Enhancing Downstream Breast Density Classification. Bildverarbeitung für die Medizin 2024: 13-18
[c532]
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Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas K. Maier:
Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets. Bildverarbeitung für die Medizin 2024: 26
[c531]
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Kai Packhäuser, Lukas Folle, Tri-Thien Nguyen, Florian Thamm, Andreas K. Maier:
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs. Bildverarbeitung für die Medizin 2024: 27-32
[c530]
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  - conf/bildmed/ZaissRDGCKM24
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Moritz Zaiss, Junaid R. Rajput, Hoai Nam Dang, Vladimir Golkov, Daniel Cremers, Florian Knoll, Andreas K. Maier:
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant - GPT4MR. Bildverarbeitung für die Medizin 2024: 94-99
[c529]
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  - conf/bildmed/DenzingerWTKWMG24
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Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger:
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. Bildverarbeitung für die Medizin 2024: 116
[c528]
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Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas K. Maier:
Abstract: Metal-conscious Embedding for CBCT Projection Inpainting. Bildverarbeitung für die Medizin 2024: 156
[c527]
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  - conf/bildmed/WagnerTPAPWMRGU24
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Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier:
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models. Bildverarbeitung für die Medizin 2024: 159
[c526]
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  - conf/bildmed/MonroyREOBVBM24
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Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks. Bildverarbeitung für die Medizin 2024: 160-165
[c525]
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  - conf/bildmed/PlonerWSGLWFM24
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Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
Abstract: Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. Bildverarbeitung für die Medizin 2024: 203
[c524]
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Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier:
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction. Bildverarbeitung für die Medizin 2024: 204
[c523]
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Mareike Thies, Fabian Wagner, Mingxuan Gu, Siyuan Mei, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Exploring Epipolar Consistency Conditions. Bildverarbeitung für die Medizin 2024: 211-216
[c522]
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Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher:
Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. Bildverarbeitung für die Medizin 2024: 217
[c521]
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Benjamin El-Zein, Dominik Eckert, Thomas Weber, Maximilian Rohleder, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Abstract: Realistic Collimated X-ray Image Simulation Pipeline. Bildverarbeitung für die Medizin 2024: 218
[c520]
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  - conf/bildmed/BrucknerLRM24
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Christopher Brückner, Chang Liu, Leonhard Rist, Andreas K. Maier:
Influence of imperfect annotations on deep learning segmentation models. Bildverarbeitung für die Medizin 2024: 226-231
[c519]
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  - conf/bildmed/VorbergTDM24
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Linda Vorberg, Oliver Taubmann, Hendrik Ditt, Andreas K. Maier:
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels. Bildverarbeitung für die Medizin 2024: 267-272
[c518]
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Tianyi Wang, Chang Liu, Leonhard Rist, Andreas K. Maier:
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning. Bildverarbeitung für die Medizin 2024: 291-296
[c517]
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Aniol Serra Juhé, Daniel Rinck, Andreas K. Maier:
Abstract: Generation of Synthetic 3D Data using Simulated MR Examinations in Augmented Reality. Bildverarbeitung für die Medizin 2024: 297
[c516]
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Lena Augustin, Fabian Wagner, Mareike Thies, Andreas K. Maier:
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction. Bildverarbeitung für die Medizin 2024: 310-315
[c515]
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Siyuan Mei, Fuxin Fan, Andreas K. Maier:
Abstract: Metal Inpainting in CBCT Projections using Score-based Generative Model. Bildverarbeitung für die Medizin 2024: 336
[c514]
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Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas K. Maier, Moritz Zaiss:
Abstract: Physics-informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. Bildverarbeitung für die Medizin 2024: 337
[c513]
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Wenke Karbole, Stefan B. Ploner, Jungeun Won, Anna Marmalidou, Hiroyuki Takahashi, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier:
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT. Bildverarbeitung für die Medizin 2024: 350-355
[c512]
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Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model. Bildverarbeitung für die Medizin 2024: 362
[c511]
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  - conf/bildmed/PackhauserGTDM24
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Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier:
Abstract: Utility-preserving Measure for Patient Privacy - Deep Learning-based Anonymization of Chest Radiographs. Bildverarbeitung für die Medizin 2024: 363
[c510]
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Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation. ECCV (75) 2024: 236-252
[c509]
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Nastassia Vysotskaya, Noah Maul, Alessandra Fusco, Souvik Hazra, Jens Harnisch, Tomás Arias-Vergara, Andreas K. Maier:
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing. ICASSP 2024: 2041-2045
[c508]
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Paula Andrea Pérez-Toro, Judith Dineley, Agnieszka Kaczkowska, Pauline Conde, Yuezhou Zhang, Faith Matcham, Sara Siddi, Josep Maria Haro, Stuart Bruce, Til Wykes, Raquel Bailón, Srinivasan Vairavan, Richard J. B. Dobson, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave, Vaibhav A. Narayan, Nicholas Cummins:
Longitudinal Modeling of Depression Shifts Using Speech and Language. ICASSP 2024: 12021-12025
[c507]
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  - conf/miccai/IslamMNCSMCG24
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Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. MICCAI (6) 2024: 25-34
[c506]
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Leonhard Rist, Christopher Homm, Félix Lades, Abraham Ayala Hernandez, Michael Sühling, Erik Gudman Steuble Brandt, Andreas K. Maier, Oliver Taubmann:
Pancreatic Vessel Landmark Detection in CT Angiography Using Prior Anatomical Knowledge. AIPAD/PILM@MICCAI 2024: 45-54
[c505]
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Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier:
Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets. MICCAI (8) 2024: 145-154
[c504]
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Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas Maier, Rainer Fietkau, Christoph Bert, Yixing Huang, Florian Putz:
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding. MICCAI (5) 2024: 198-208
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Junaid R. Rajput, Simon Weinmueller, Jonathan Endres, Peter Dawood, Florian Knoll, Andreas K. Maier, Moritz Zaiss:
Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions. MICCAI (7) 2024: 233-241
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Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas K. Maier:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images. MICCAI (7) 2024: 253-263
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Laura Pfaff, Fabian Wagner, Nastassia Vysotskaya, Mareike Thies, Noah Maul, Siyuan Mei, Tobias Würfl, Andreas K. Maier:
No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising. MICCAI (10) 2024: 568-578
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Mingxuan Gu, Mareike Thies, Siyuan Mei, Fabian Wagner, Mingcheng Fan, Yipeng Sun, Zhaoya Pan, Sulaiman Vesal, Ronak Kosti, Dennis Possart, Jonas Utz, Andreas K. Maier:
Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation. MICCAI (9) 2024: 681-691
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Xiaofeng Liu, Fangxu Xing, Zhangxing Bian, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Andreas K. Maier, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Jonghye Woo:
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. MICCAI (7) 2024: 701-711
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Haiting Huang, Mathias Zinnen, Shumei Liu, Andreas K. Maier, Vincent Christlein:
Scene Classification on Fine Arts with Style Transfer. SUMAC@ ACM Multimedia 2024: 18-27
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Abner Hernandez, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Seung Hee Yang, Juan Rafael Orozco-Arroyave, Andreas K. Maier:
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation. TSD (2) 2024: 149-160
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Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2024 - Proceedings, German Conference on Medical Image Computing, Erlangen, March 10-12, 2024. Informatik Aktuell, Springer 2024, ISBN 978-3-658-44036-7 [contents]
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Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle:
Machine Learning for Multimodal Healthcare Data - First International Workshop, ML4MHD 2023, Honolulu, Hawaii, USA, July 29, 2023, Proceedings. Lecture Notes in Computer Science 14315, Springer 2024, ISBN 978-3-031-47678-5 [contents]
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Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier:
SYNTHETIC ELECTRORETINOGRAM SIGNALS FOR ENHANCING CLASSIFICATION OF AUTISM SPECTRUM DISORDER. IEEE DataPort, 2024
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Mikhail Kulyabin, Aleksei E. Zhdanov, Anastasia Nikiforova, Andrey Stepichev, Anna Kuznetsova, Vasilii I. Borisov, Mikhail Ronkin, Alexander Bogachev, Sergey Korotkich, Andreas Maier:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. Version 2. Zenodo, 2024 [all versions]
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Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Multi-Modal Cognitive Maps based on Neural Networks trained on Successor Representations. CoRR abs/2401.01364 (2024)
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Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier:
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification. CoRR abs/2401.03912 (2024)
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Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Andreas K. Maier:
A gradient-based approach to fast and accurate head motion compensation in cone-beam CT. CoRR abs/2401.09283 (2024)
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Chang Liu, Laura Klein, Yixing Huang, Edith Baader, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization. CoRR abs/2401.12725 (2024)
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  - journals/corr/abs-2401-16039
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Yipeng Sun, Linda-Sophie Schneider, Fuxin Fan, Mareike Thies, Mingxuan Gu, Siyuan Mei, Yuzhong Zhou, Siming Bayer, Andreas K. Maier:
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series. CoRR abs/2401.16039 (2024)
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Yuzhong Zhou, Linda-Sophie Schneider, Fuxin Fan, Andreas K. Maier:
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography. CoRR abs/2401.16104 (2024)
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Linda-Sophie Schneider, Gabriel Herl, Andreas K. Maier:
Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation. CoRR abs/2402.10223 (2024)
[i300]
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Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. CoRR abs/2402.12114 (2024)
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  - journals/corr/abs-2402-16188
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Alexander Schmidt, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein, Ronak Kosti:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings. CoRR abs/2402.16188 (2024)
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  - journals/corr/abs-2402-17029
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Vincent Christlein, David Bernecker, Andreas K. Maier, Elli Angelopoulou:
Offline Writer Identification Using Convolutional Neural Network Activation Features. CoRR abs/2402.17029 (2024)
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  - journals/corr/abs-2403-00426
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Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Andreas K. Maier:
Deep Learning Computed Tomography based on the Defrise and Clack Algorithm. CoRR abs/2403.00426 (2024)
[i296]
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  - journals/corr/abs-2403-01993
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Noah Maul, Annette Birkhold, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Philipp Berg, Markus Kowarschik, Andreas K. Maier:
Physics-Informed Learning for Time-Resolved Angiographic Contrast Agent Concentration Reconstruction. CoRR abs/2403.01993 (2024)
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  - journals/corr/abs-2403-03326
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Chang Liu, Fuxin Fan, Annette Schwarz, Andreas K. Maier:
AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation. CoRR abs/2403.03326 (2024)
[i294]
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Yipeng Sun, Yixing Huang, Linda-Sophie Schneider, Mareike Thies, Mingxuan Gu, Siyuan Mei, Siming Bayer, Andreas K. Maier:
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction. CoRR abs/2403.10695 (2024)
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  - journals/corr/abs-2403-14429
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Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Bernhard Kainz, Katharina Breininger:
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation. CoRR abs/2403.14429 (2024)
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Mathias Öttl, Siyuan Mei, Frauke Wilm, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Analysing Diffusion Segmentation for Medical Images. CoRR abs/2403.14440 (2024)
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  - journals/corr/abs-2403-18343
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Johannes Emmert, Ronald Mendez, Houman Mirzaalian Dastjerdi, Christopher Syben, Andreas K. Maier:
The Artificial Neural Twin - Process Optimization and Continual Learning in Distributed Process Chains. CoRR abs/2403.18343 (2024)
[i290]
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  - journals/corr/abs-2404-03541
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Siyuan Mei, Fuxin Fan, Fabian Wagner, Mareike Thies, Mingxuan Gu, Yipeng Sun, Andreas K. Maier:
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models. CoRR abs/2404.03541 (2024)
[i289]
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  - journals/corr/abs-2404-06314
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Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier:
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. CoRR abs/2404.06314 (2024)
[i288]
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  - journals/corr/abs-2404-08064
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Soroosh Tayebi Arasteh, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Tobias Weise, Kai Packhäuser, Maria Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang:
The Impact of Speech Anonymization on Pathology and Its Limits. CoRR abs/2404.08064 (2024)
[i287]
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  - journals/corr/abs-2404-14747
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Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas Maier:
Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images. CoRR abs/2404.14747 (2024)
[i286]
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  - journals/corr/abs-2404-14807
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Siyuan Mei, Fuxin Fan, Mareike Thies, Mingxuan Gu, Fabian Wagner, Oliver Aust, Ina Erceg, Zeynab Mirzaei, Georgiana Neag, Yipeng Sun, Yixing Huang, Andreas Maier:
Reference-Free Multi-Modality Volume Registration of X-Ray Microscopy and Light-Sheet Fluorescence Microscopy. CoRR abs/2404.14807 (2024)
[i285]
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  - journals/corr/abs-2405-01156
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Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. CoRR abs/2405.01156 (2024)
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  - journals/corr/abs-2405-02024
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Patrick Krauss, Jannik Hösch, Claus Metzner, Andreas K. Maier, Peter Uhrig, Achim Schilling:
Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT. CoRR abs/2405.02024 (2024)
[i283]
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  - journals/corr/abs-2405-09333
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Yuedong Yuan, Linda-Sophie Schneider, Andreas K. Maier:
Application of Gated Recurrent Units for CT Trajectory Optimization. CoRR abs/2405.09333 (2024)
[i282]
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  - journals/corr/abs-2405-16115
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Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara:
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology. CoRR abs/2405.16115 (2024)
[i281]
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  - journals/corr/abs-2405-19079
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Mareike Thies, Fabian Wagner, Noah Maul, Siyuan Mei, Mingxuan Gu, Laura Pfaff, Nastassia Vysotskaya, Haijun Yu, Andreas Maier:
On the Influence of Smoothness Constraints in Computed Tomography Motion Compensation. CoRR abs/2405.19079 (2024)
[i280]
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  - journals/corr/abs-2406-05477
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Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner:
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals. CoRR abs/2406.05477 (2024)
[i279]
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  - journals/corr/abs-2406-16143
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Maged Badawi, Mohammedyahia Abushanab, Sheethal Bhat, Andreas K. Maier:
Review of Zero-Shot and Few-Shot AI Algorithms in The Medical Domain. CoRR abs/2406.16143 (2024)
[i278]
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  - journals/corr/abs-2406-16659
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Linda-Sophie Schneider, Patrick Krauss, Nadine Schiering, Christopher Syben, Richard Schielein, Andreas Maier:
Data-driven Modeling in Metrology - A Short Introduction, Current Developments and Future Perspectives. CoRR abs/2406.16659 (2024)
[i277]
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  - journals/corr/abs-2407-03132
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Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang:
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. CoRR abs/2407.03132 (2024)
[i276]
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  - journals/corr/abs-2407-04592
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Vishal Patoliya, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Smell and Emotion: Recognising emotions in smell-related artworks. CoRR abs/2407.04592 (2024)
[i275]
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  - journals/corr/abs-2407-08166
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Mikhail Kulyabin, Paul A. Constable, Aleksei E. Zhdanov, Irene O. Lee, David H. Skuse, Dorothy A. Thompson, Andreas Maier:
Synthetic Electroretinogram Signal Generation Using Conditional Generative Adversarial Network for Enhancing Classification of Autism Spectrum Disorder. CoRR abs/2407.08166 (2024)
[i274]
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  - journals/corr/abs-2407-11701
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Shumei Liu, Haiting Huang, Mathias Zinnen, Andreas Maier, Vincent Christlein:
Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces. CoRR abs/2407.11701 (2024)
[i273]
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Yihao Hou, Christoph Bert, Ahmed Gomaa, Godehard Lahmer, Daniel Hoefler, Thomas Weissmann, Raphaela Voigt, Philipp Schubert, Charlotte Schmitter, Alina Depardon, Sabine Semrau, Andreas Maier, Rainer Fietkau, Yixing Huang, Florian Putz:
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology. CoRR abs/2408.10715 (2024)
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  - journals/corr/abs-2408-14810
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Mikhail Kulyabin, Aline Sindel, Hilde Pedersen, Stuart J. Gilson, Rigmor C. Baraas, Andreas K. Maier:
Generalist Segmentation Algorithm for Photoreceptors Analysis in Adaptive Optics Imaging. CoRR abs/2408.14810 (2024)
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Martin Mayr, Marcel Dreier, Florian Kordon, Mathias Seuret, Jochen Zöllner, Fei Wu, Andreas Maier, Vincent Christlein:
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models. CoRR abs/2409.00786 (2024)
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Fuxin Fan, Jingna Qiu, Yixing Huang, Andreas K. Maier:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion. CoRR abs/2409.05982 (2024)
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Yixing Huang, Fuxin Fan, Ahmed Gomaa, Andreas Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data. CoRR abs/2409.08800 (2024)
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  - journals/corr/abs-2409-19078
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Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Maria Schuster, Andreas K. Maier, Seung Hee Yang:
Differential privacy for protecting patient data in speech disorder detection using deep learning. CoRR abs/2409.19078 (2024)
2023
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Fei Wu, Jianlin Zhang, Zhiyong Xu, Andreas K. Maier, Vincent Christlein:
Updating Siamese trackers using peculiar mixup. Appl. Intell. 53(19): 22531-22545 (2023)
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  - journals/cars/RistTTDSM23
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Leonhard Rist, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Michael Sühling, Andreas Maier:
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients. Int. J. Comput. Assist. Radiol. Surg. 18(3): 509-516 (2023)
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Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Bernhard Egger, Markus Kowarschik, Andreas K. Maier:
BOSS: Bones, organs and skin shape model. Comput. Biol. Medicine 165: 107383 (2023)
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  - journals/jimaging/NauVGRM23
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Merlin A. Nau, A. Hans Vija, Wesley Gohn, Maximilian P. Reymann, Andreas K. Maier:
Exploring the Limitations of Hybrid Adiabatic Quantum Computing for Emission Tomography Reconstruction. J. Imaging 9(10): 221 (2023)
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Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning. ACM Journal on Computing and Cultural Heritage 16(1): 1-17 (2023)
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Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
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Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas K. Maier, Jack Breen, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H. J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Adam Shephard, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu, Salar Razavi, April Khademi, Sen Yang, Xiyue Wang, Ramona Erber, Andrea Klang, Karoline Lipnik, Pompei Bolfa, Michael J. Dark, Gabriel Wasinger, Mitko Veta, Katharina Breininger:
Mitosis domain generalization in histopathology images - The MIDOG challenge. Medical Image Anal. 84: 102699 (2023)
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Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein:
ICC++: Explainable feature learning for art history using image compositions. Pattern Recognit. 136: 109153 (2023)
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Nastassia Vysotskaya, Christoph Will, Lorenzo Servadei, Noah Maul, Christian Mandl, Merlin A. Nau, Jens Harnisch, Andreas Maier:
Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar - A Feasibility Study. Sensors 23(8): 4111 (2023)
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Mikhail Kulyabin, Aleksei E. Zhdanov, Anton Yu. Dolganov, Andreas Maier:
Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals. Sensors 23(13): 5813 (2023)
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Mikhail Kulyabin, Aleksei E. Zhdanov, Anton Yu. Dolganov, Mikhail Ronkin, Vasilii I. Borisov, Andreas K. Maier:
Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer. Sensors 23(21): 8727 (2023)
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Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
AMD-HookNet for Glacier Front Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023)
[j124]
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  - journals/titb/DemirSWRMMY23
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Kubilay Can Demir, Hannah Schieber, Tobias Weise, Daniel Roth, Matthias May, Andreas K. Maier, Seung Hee Yang:
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition. IEEE J. Biomed. Health Informatics 27(11): 5405-5417 (2023)
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Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas K. Maier, Yixing Huang:
Abstract: Fiducial Marker Recovery and Detection From Severely Truncated Data in Navigation-assisted Spine Surgery. Bildverarbeitung für die Medizin 2023: 9
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Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Vesselsegmentation-based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis. Bildverarbeitung für die Medizin 2023: 32-37
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Jonas Schauer, Florian Thamm, Oliver Taubmann, Andreas K. Maier:
Cerebral Vessel Tree Estimation from Non-contrast CT using Deep Learning Methods. Bildverarbeitung für die Medizin 2023: 57-62
[c493]
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Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier:
Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. Bildverarbeitung für die Medizin 2023: 63
[c492]
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Adarsh Raghunath, Fabian Wagner, Mareike Thies, Mingxuan Gu, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier:
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model. Bildverarbeitung für die Medizin 2023: 76-81
[c491]
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Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas K. Maier, Mitko Veta, Katharina Breininger:
Abstract: the MIDOG Challenge 2021 - Mitosis Domain Generalization in Histopathology Images. Bildverarbeitung für die Medizin 2023: 115
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Linda Vorberg, Florian Thamm, Hendrik Ditt, Marius Horger, Florian Hagen, Andreas K. Maier:
Detection of Pulmonary Embolisms in NCCT Data Using nnDetection. Bildverarbeitung für die Medizin 2023: 122-127
[c489]
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Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg:
Mitigating Unknown Bias in Deep Learning-based Assessment of CT Images DeepTechnome. Bildverarbeitung für die Medizin 2023: 177-182
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Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas K. Maier:
Abstract: Is Medical Chest X-ray Data Anonymous? - Deep Learning-based Patient Re-identification is Able to Exploit the Biometric Nature of Medical Chest X-ray Data. Bildverarbeitung für die Medizin 2023: 204
[c487]
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Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Chloé Puget, Laura Diehl, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset. Bildverarbeitung für die Medizin 2023: 205
[c486]
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Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. Bildverarbeitung für die Medizin 2023: 206-211
[c485]
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Marcel Reimann, Jungeun Won, Hiroyuki Takahashi, Antonio Yaghy, Yunchan Hwang, Stefan B. Ploner, Junhong Lin, Jessica Girgis, Kenneth Lam, Siyu Chen, Nadia K. Waheed, Andreas K. Maier, James G. Fujimoto:
Unsupervised detection of Small Hyperreflective Features in Ultrahigh Resolution Optical Coherence Tomography. Bildverarbeitung für die Medizin 2023: 232-237
[c484]
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Florian Kordon, Andreas K. Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Abstract: Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning. Bildverarbeitung für die Medizin 2023: 244
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Mingxuan Gu, Mareike Thies, Fabian Wagner, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Zhaoya Pan, Jonas Utz, Georg Schett, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier:
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae. Bildverarbeitung für die Medizin 2023: 254-259
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Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas K. Maier:
Abstract: A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT. Bildverarbeitung für die Medizin 2023: 260
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Dragalina Dulea, Isabel Wank, Claudiu Ivan, Tanja Niedermair, Susanne Grässel, Andreas K. Maier, Andreas Hess:
Motif Analysis of Resting-state and Stimulus-driven fMRI Networks with Special Focus on Neurotransmitter-specific Subnetworks 2023. Bildverarbeitung für die Medizin 2023: 267-272
[c480]
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Tri-Thien Nguyen, Lukas Folle, Thomas Bayer, Andreas K. Maier:
Detection of Arterial Occlusion on Magnetic Resonance Angiography of the Thigh using Deep Learning. Bildverarbeitung für die Medizin 2023: 273-278
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Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier, Bernhard Egger:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation. CVPR 2023: 574-584
[c478]
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  - conf/embc/GablerNATPMFEL23
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Elisabeth Gabler, Michael Nissen, Thomas R. Altstidl, Adriana Titzmann, Kai Packhäuser, Andreas K. Maier, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser:
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning. EMBC 2023: 1-4
[c477]
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  - conf/icassp/PerezToroRABKRSNMO23
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Paula Andrea Pérez-Toro, Dalia Rodríguez-Salas, Tomás Arias-Vergara, Sebastian P. Bayerl, Philipp Klumpp, Korbinian Riedhammer, Maria Schuster, Elmar Nöth, Andreas K. Maier, Juan Rafael Orozco-Arroyave:
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets. ICASSP 2023: 1-5
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  - conf/icdl/StoewerSMK23
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Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Conceptual Cognitive Maps Formation with Neural Successor Networks and Word Embeddings. ICDL 2023: 391-395
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Kishore Surendra, Achim Schilling, Paul Stoewer, Andreas Maier, Patrick Krauss:
Word class representations spontaneously emerge in a deep neural network trained on next word prediction. ICMLA 2023: 1481-1486
[c474]
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Nora Gourmelon, Thorsten Seehaus, Julian Klink, Matthias Braun, Andreas Maier, Vincent Christlein:
Caffe - A Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery. IGARSS 2023: 896-898
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Nora Gourmelon, Julian Klink, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Conditional Random Fields for Improving Deep Learning-Based Glacier Calving Front Delineations. IGARSS 2023: 4939-4942
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  - conf/interspeech/Perez-ToroABHTA23
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Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Franziska Braun, Florian Hönig, Carlos Andrés Tobón-Quintero, David Aguillón, Francisco Lopera, Liliana Hincapié-Henao, Maria Schuster, Korbinian Riedhammer, Andreas Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave:
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features. INTERSPEECH 2023: 1748-1752
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Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. INTERSPEECH 2023: 2008-2009
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Kubilay Can Demir, Tobias Weise, Matthias May, Axel Schmid, Andreas Maier, Seung Hee Yang:
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images. INTERSPEECH 2023: 2348-2352
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas Maier:
Deep Multi-Frame Filtering for Hearing Aids. INTERSPEECH 2023: 3869-3873
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Hiuching Hung, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth:
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach. INTERSPEECH 2023: 4623-4627
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Tomás Arias-Vergara, Elizabeth Londoño-Mora, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas Maier:
Measuring Phonological Precision in Children with Cleft Lip and Palate. INTERSPEECH 2023: 4638-4642
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Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave:
Federated Learning for Secure Development of AI Models for Parkinson's Disease Detection Using Speech from Different Languages. INTERSPEECH 2023: 5003-5007
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Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. IPMI 2023: 183-194
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Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang Hwan Choi, Andreas Maier:
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising. IPMI 2023: 771-782
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Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier, Katharina Breininger:
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. ISBI 2023: 1-5
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Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas Maier:
Metal-conscious Embedding for CBCT Projection Inpainting. ISBI 2023: 1-5
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Lukas Folle, Pauline Fenzl, Filippo Fagni, Mareike Thies, Vincent Christlein, Christine Meder, Michael Sticherling, David Simon, Georg Schett, Andreas Maier, Arnd Kleyer:
Deepnapsi: Deep Learning for Nail Psoriasis Prediction. ISBI 2023: 1-5
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Jeferson David Gallo-Aristizábal, Daniel Escobar-Grisales, Cristian D. Ríos-Urrego, Paula Andrea Pérez-Toro, Elmar Nöth, Andreas Maier, Juan Rafael Orozco-Arroyave:
Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks. ISBI 2023: 1-4
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Aniol Serra Juhé, Daniel Rinck, Andreas Maier:
Generation of Synthetic 3D Data Using Simulated MR Examinations in Augmented Reality. ISBI 2023: 1-5
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Chang Liu, Felix Denzinger, Lukas Folle, Jingna Qiu, Laura Klein, Joscha Maier, Marc Kachelriess, Michael Lell, Andreas Maier:
Whole-Body Multi-Organ Segmentation Using Anatomical Attention. ISBI 2023: 1-5
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Siyuan Mei, Fuxin Fan, Andreas Maier:
Metal Inpainting in CBCT Projections Using Score-based Generative Model. ISBI 2023: 1-5
[c456]
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Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas Maier:
Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples. ISBI 2023: 1-5
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Mathias Öttl, Jana Steenpass, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas Maier, Ramona Erber, Katharina Breininger:
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks. ISBI 2023: 1-5
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Kai Packhäuser, Lukas Folle, Florian Thamm, Andreas Maier:
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems. ISBI 2023: 1-5
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Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Noah Maul, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas Maier:
Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets. ISBI 2023: 1-5
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Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas Maier:
A Spatiotemporal Illumination Model for 3d Image Fusion in Optical Coherence Tomography. ISBI 2023: 1-5
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Leonhard Rist, Oliver Taubmann, Alexander Mühlberg, Felix Denzinger, Florian Thamm, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Stefan Maurus, Leonie Gebauer, Thomas Huber, Andreas Maier:
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression. ISBI 2023: 1-5
[c450]
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Dalia Rodríguez-Salas, Mathias Öttl, Mathias Seuret, Kai Packhäuser, Andreas Maier:
Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds. ISBI 2023: 1-5
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Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas Maier:
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting. ISBI 2023: 1-5
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Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger:
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology. ISBI 2023: 1-5
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Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Björn W. Kreher:
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. MICCAI (3) 2023: 57-65
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Benjamin El-Zein, Dominik Eckert, Thomas Weber, Maximilian Rohleder, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
A Realistic Collimated X-Ray Image Simulation Pipeline. DALI@MICCAI 2023: 137-145
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Eduardo Castañeda, Masahito Suzuki, Hiroshi Ashikaga, Èric Lluch, Felix Meister, Viorel Mihalef, Chloé Audigier, Andreas K. Maier, Henry R. Halperin, Tiziano Passerini:
Virtual Heart Models Help Elucidate the Role of Border Zone in Sustained Monomorphic Ventricular Tachycardia. MICCAI (7) 2023: 216-225
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Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier:
Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient Privacy. MICCAI (3) 2023: 262-272
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Magdalena Bachmaier, Maximilian Rohleder, Benedict Swartman, Maxim Privalov, Andreas K. Maier, Holger Kunze:
Robust Hough and Spatial-To-Angular Transform Based Rotation Estimation for Orthopedic X-Ray Images. MICCAI (7) 2023: 446-455
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Junaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas Maier, Moritz Zaiss:
Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T. MICCAI (8) 2023: 449-458
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Leonhard Rist, Oliver Taubmann, Hendrik Ditt, Michael Sühling, Andreas K. Maier:
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps. MICCAI (5) 2023: 737-746
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Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner:
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. MIDL 2023: 937-956
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Tobias Weise, Paula Andrea Pérez-Toro, Andrea Deitermann, Bettina Hoffmann, Kubilay Can Demir, Theresa Straetz, Elmar Nöth, Andreas K. Maier, Thomas Kallert, Seung Hee Yang:
Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video. ML4MHD 2023: 26-42
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Farnaz Khun Jush, Peter M. Dueppenbecker, Andreas K. Maier:
Speed-of-Sound Mapping for Pulse-Echo Ultrasound Raw Data Using Linked-Autoencoders. ML4MHD 2023: 103-114
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Karthik Shetty, Annette Birkhold, Bernhard Egger, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images. ML4MHD 2023: 115-124
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Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein:
SniffyArt: The Dataset of Smelling Persons. SUMAC @ ACM Multimedia 2023: 49-58
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M. Tallal Farooq, Martin Leipert, Andreas Maier, Vincent Christlein:
Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5. SSCI 2023: 553-558
[c434]
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Tobias Weise, Andreas K. Maier, Kubilay Can Demir, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Björn Heismann, Elmar Nöth, Maria Schuster, Seung Hee Yang:
Impact of Including Pathological Speech in Pre-training on Pathology Detection. TSD 2023: 141-153
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Srikrishna Jaganathan, Maximilian Kukla, Jian Wang, Karthik Shetty, Andreas K. Maier:
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion. WACV 2023: 2787-2797
[c432]
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Felipe André Zeiser, Ismael Santos, Henrique Bohn, Cristiano André da Costa, Gabriel de Oliveira Ramos, Rodrigo da Rosa Righi, Andreas Maier, José Rodrigo M. Andrade, Alexandre Bacelar:
Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning. WEBIST 2023: 399-405
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Thomas M. Deserno, Heinz Handels, Andreas K. Maier, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2023 - Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023. Informatik Aktuell, Springer 2023, ISBN 978-3-658-41656-0 [contents]
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Mikhail Kulyabin, Aleksei E. Zhdanov, Anastasia Nikiforova, Andrey Stepichev, Anna Kuznetsova, Vasilii I. Borisov, Mikhail Ronkin, Alexander Bogachev, Sergey Korotkich, Andreas Maier:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. Version 1. Zenodo, 2023 [all versions]
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Wonkyeong Lee, Fabian Wagner, Andreas Maier, Adam S. Wang, Jongduk Baek, Scott S. Hsieh, Jang-Hwan Choi:
Low-dose Computed Tomography Perceptual Image Quality Assessment Grand Challenge Dataset (MICCAI 2023). Zenodo, 2023
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Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Test Dataset for Task 3 - Location. Zenodo, 2023
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Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Robert Klopfleisch, Andreas Maier, Katharina Breininger, Marc Aubreville:
Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. Zenodo, 2023
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Frauke Wilm, Christian Ihling, Gabor Mehes, Luigi Terracciano, Chloé Puget, Robert Klopfleisch, Peter J. Schüffler, Marc Aubreville, Andreas Maier, Thomas Mrowiec, Katharina Breininger:
Pan-Tumor T-Lymphocyte Detection Dataset. Zenodo, 2023
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Mathias Zinnen, Prathmesh Madhu, Inger Leemans, Peter Bell, Azhar Hussian, Hang Tran, Andreas Maier, Vincent Christlein:
The Object Detection for Olfactory References (ODOR) Dataset. Zenodo, 2023
[i267]
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  - journals/corr/abs-2301-04423
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Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset. CoRR abs/2301.04423 (2023)
[i266]
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Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier:
Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning. CoRR abs/2301.09282 (2023)
[i265]
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Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition. CoRR abs/2301.09878 (2023)
[i264]
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Mathias Zinnen, Prathmesh Madhu, Peter Bell, Andreas K. Maier, Vincent Christlein:
Transfer Learning for Olfactory Object Detection. CoRR abs/2301.09906 (2023)
[i263]
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Fei Wu, Nora Gourmelon, Thorsten Seehaus, Jianlin Zhang, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
AMD-HookNet for Glacier Front Segmentation. CoRR abs/2302.02744 (2023)
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  - journals/corr/abs-2302-06251
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Mareike Thies, Fabian Wagner, Noah Maul, Laura Pfaff, Linda-Sophie Schneider, Christopher Syben, Andreas K. Maier:
Optimizing CT Scan Geometries With and Without Gradients. CoRR abs/2302.06251 (2023)
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Fabian Wagner, Mareike Thies, Noah Maul, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Christopher Syben, Andreas K. Maier:
Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography. CoRR abs/2302.06436 (2023)
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Noah Maul, Katharina Zinn, Fabian Wagner, Mareike Thies, Maximilian Rohleder, Laura Pfaff, Markus Kowarschik, Annette Birkhold, Andreas K. Maier:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model. CoRR abs/2302.06557 (2023)
[i259]
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Kishore Surendra, Achim Schilling, Paul Stoewer, Andreas K. Maier, Patrick Krauss:
Word class representations spontaneously emerge in a deep neural network trained on next word prediction. CoRR abs/2302.07588 (2023)
[i258]
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Philipp Sommer, Yixing Huang, Christoph Bert, Andreas K. Maier, Manuel A. Schmidt, Arnd Dörfler, Rainer Fietkau, Florian Putz:
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning. CoRR abs/2302.08802 (2023)
[i257]
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Mareike Thies, Fabian Wagner, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Motion Compensation via Epipolar Consistency for In-Vivo X-Ray Microscopy. CoRR abs/2303.00449 (2023)
[i256]
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Susu Sun, Stefano Woerner, Andreas Maier, Lisa M. Koch, Christian F. Baumgartner:
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. CoRR abs/2303.00500 (2023)
[i255]
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Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Bernhard Egger, Markus Kowarschik, Andreas K. Maier:
BOSS: Bones, Organs and Skin Shape Model. CoRR abs/2303.04923 (2023)
[i254]
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  - journals/corr/abs-2303-11724
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Linda-Sophie Schneider, Mareike Thies, Christopher Syben, Richard Schielein, Mathias Unberath, Andreas K. Maier:
Task-based Generation of Optimized Projection Sets using Differentiable Ranking. CoRR abs/2303.11724 (2023)
[i253]
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  - journals/corr/abs-2303-14711
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Marcel Reimann, Jungeun Won, Hiroyuki Takahashi, Antonio Yaghy, Yunchan Hwang, Stefan B. Ploner, Junhong Lin, Jessica Girgis, Kenneth Lam, Siyu Chen, Nadia K. Waheed, Andreas K. Maier, James G. Fujimoto:
Unsupervised detection of small hyperreflective features in ultrahigh resolution optical coherence tomography. CoRR abs/2303.14711 (2023)
[i252]
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  - journals/corr/abs-2304-05864
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Thomas Wimmer, Vladimir Golkov, Hoai Nam Dang, Moritz Zaiss, Andreas Maier, Daniel Cremers:
Scale-Equivariant Deep Learning for 3D Data. CoRR abs/2304.05864 (2023)
[i251]
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Yixing Huang, Ahmed Gomaa, Thomas Weissmann, Johanna Grigo, Hassen Ben Tkhayat, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training Exam (TXIT): Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology. CoRR abs/2304.11957 (2023)
[i250]
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  - journals/corr/abs-2305-00446
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Hiuchung Hung, Andreas Maier, Thorsten Piske:
Building a Non-native Speech Corpus Featuring Chinese-English Bilingual Children: Compilation and Rationale. CoRR abs/2305.00446 (2023)
[i249]
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Hoai Nam Dang, Vladimir Golkov, Thomas Wimmer, Daniel Cremers, Andreas K. Maier, Moritz Zaiss:
Joint MR sequence optimization beats pure neural network approaches for spin-echo MRI super-resolution. CoRR abs/2305.07524 (2023)
[i248]
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  - journals/corr/abs-2305-08227
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. CoRR abs/2305.08227 (2023)
[i247]
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  - journals/corr/abs-2305-11284
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Soroosh Tayebi Arasteh, Cristian David Ríos-Urrego, Elmar Nöth, Andreas K. Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave:
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages. CoRR abs/2305.11284 (2023)
[i246]
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  - journals/corr/abs-2305-15993
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Kubilay Can Demir, Tobias Weise, Matthias May, Axel Schmid, Andreas K. Maier, Seung Hee Yang:
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images. CoRR abs/2305.15993 (2023)
[i245]
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  - journals/corr/abs-2306-01752
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Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier:
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography. CoRR abs/2306.01752 (2023)
[i244]
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  - journals/corr/abs-2306-02901
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Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis. CoRR abs/2306.02901 (2023)
[i243]
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  - journals/corr/abs-2306-14596
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Amr Hagag, Ahmed Gomaa, Dominik Kornek, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz, Yixing Huang:
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding. CoRR abs/2306.14596 (2023)
[i242]
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  - journals/corr/abs-2307-01577
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Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Conceptual Cognitive Maps Formation with Neural Successor Networks and Word Embeddings. CoRR abs/2307.01577 (2023)
[i241]
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  - journals/corr/abs-2309-17192
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Yixing Huang, Christoph Bert, Ahmed Gomaa, Rainer Fietkau, Andreas K. Maier, Florian Putz:
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration. CoRR abs/2309.17192 (2023)
[i240]
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  - journals/corr/abs-2311-11888
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Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein:
SniffyArt: The Dataset of Smelling Persons. CoRR abs/2311.11888 (2023)
[i239]
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  - journals/corr/abs-2312-08255
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Mikhail Kulyabin, Aleksei E. Zhdanov, Anastasia Nikiforova, Andrey Stepichev, Anna Kuznetsova, Mikhail Ronkin, Vasilii I. Borisov, Alexander Bogachev, Sergey Korotkich, Paul A. Constable, Andreas K. Maier:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. CoRR abs/2312.08255 (2023)
[i238]
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  - journals/corr/abs-2312-13744
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Klaus-Dieter Sommer, Peter Harris, Sascha Eichstädt, Roland Füssl, Tanja Dorst, Andreas Schütze, Michael Heizmann, Nadine Schiering, Andreas Maier, Yuhui Luo, Christos Tachtatzis, Ivan Andonovic, Gordon Gourlay:
Modelling of Networked Measuring Systems - From White-Box Models to Data Based Approaches. CoRR abs/2312.13744 (2023)
[i237]
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  - journals/corr/abs-2312-15825
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Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Bauer, Julio Vera, Katharina Breininger, Andreas K. Maier:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data Using Graph Neural Networks. CoRR abs/2312.15825 (2023)
2022
[j123]
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Vinicius Facco Rodrigues, Rodolfo Stoffel Antunes, Lucas Adams Seewald, Rodrigo Bazo, Eduardo Souza dos Reis, Uélison Jean Lopes dos Santos, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Cristiano André da Costa, Felipe L. Bertollo, Andreas Maier, Bjoern M. Eskofier, Tim Horz, Marcus Pfister, Rebecca Fahrig:
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites. Future Gener. Comput. Syst. 135: 283-298 (2022)
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Jonas Denck, Oliver Haas, Jens Guehring, Andreas Maier, Eva Rothgang:
Automated Protocoling for MRI Exams - Challenges and Solutions. J. Digit. Imaging 35(5): 1293-1302 (2022)
[j121]
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  - journals/jimaging/KordonMSPBK22
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Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery. J. Imaging 8(4): 108 (2022)
[j120]
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  - journals/smr/RuckerM22
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Nadine Rücker, Andreas K. Maier:
FlexParser - The adaptive log file parser for continuous results in a changing world. J. Softw. Evol. Process. 34(3) (2022)
[j119]
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  - journals/staeors/PeriyasamyDSBMC22
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Maniraman Periyasamy, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein:
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1712-1723 (2022)
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  - journals/taslp/SchroterREM22
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2716-2728 (2022)
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  - journals/tbe/MaierNCGFEM22
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Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas Maier:
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements. IEEE Trans. Biomed. Eng. 69(5): 1608-1619 (2022)
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  - journals/tgrs/DavariBSBMC22
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AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Pixelwise Distance Regression for Glacier Calving Front Detection and Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022)
[j115]
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AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Andreas Hartmann, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
[c431]
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  - conf/bildmed/GuVKM22
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Mingxuan Gu, Sulaiman Vesal, Ronak Kosti, Andreas K. Maier:
Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation. Bildverarbeitung für die Medizin 2022: 20-25
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Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas K. Maier:
Detection of Large Vessel Occlusions Using Deep Learning by Deforming Vessel Tree Segmentations. Bildverarbeitung für die Medizin 2022: 44-49
[c429]
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  - conf/bildmed/RaoMDMH22
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Disha D. Rao, Nicole Maass, Frank Dennerlein, Andreas K. Maier, Yixing Huang:
Machine Learning-based Detection of Spherical Markers in CT Volumes. Bildverarbeitung für die Medizin 2022: 51-56
[c428]
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  - conf/bildmed/SindelHDMLMC22
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Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi, Christian Y. Mardin, Robert Lämmer, Andreas K. Maier, Vincent Christlein:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration. Bildverarbeitung für die Medizin 2022: 57-62
[c427]
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  - conf/bildmed/SukeshFJSKKKM22
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Richin Sukesh, Andreas Fieselmann, Srikrishna Jaganathan, Karthik Shetty, Rainer Kärgel, Florian Kordon, Steffen Kappler, Andreas K. Maier:
Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes. Bildverarbeitung für die Medizin 2022: 63-68
[c426]
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Florian Kordon, Andreas K. Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Abstract: Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery. Bildverarbeitung für die Medizin 2022: 82
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Arpitha Ravi, Florian Kordon, Andreas K. Maier:
Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning. Bildverarbeitung für die Medizin 2022: 95-100
[c424]
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Fabian Wagner, Mareike Thies, Marek Karolczak, Sabrina Pechmann, Yixing Huang, Mingxuan Gu, Lasse Kling, Daniela Weidner, Oliver Aust, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy. Bildverarbeitung für die Medizin 2022: 107-112
[c423]
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Weilin Fu, Lennart Husvogt, Katharina Breininger, Roman Schaffert, Omar Abu-Qamar, James G. Fujimoto, Andreas K. Maier:
Form Follows Function - Smart Network Design Enables Zero-shot Network Reuse. Bildverarbeitung für die Medizin 2022: 121-126
[c422]
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Antonia Popp, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Andreas K. Maier, Katharina Breininger:
Thrombus Detection in Non-contrast Head CT Using Graph Deep Learning. Bildverarbeitung für die Medizin 2022: 153-158
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Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier:
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning. Bildverarbeitung für die Medizin 2022: 173-178
[c420]
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Lukas Folle, Katharian Tkotz, Fasil Gadjimuradov, Lorenz A. Kapsner, Moritz Fabian, Sebastian Bickelhaupt, David Simon, Arnd Kleyer, Gerhard Krönke, Moritz Zaiß, Armin M. Nagel, Andreas K. Maier:
Towards Super-resolution CEST MRI for Visualization of Small Structures. Bildverarbeitung für die Medizin 2022: 210-215
[c419]
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Haobo Song, Chang Liu, Lukas Folle, Andreas K. Maier:
Multi-organ Segmentation with Partially Annotated Datasets. Bildverarbeitung für die Medizin 2022: 216-221
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Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas K. Maier:
First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain. Bildverarbeitung für die Medizin 2022: 223-228
[c417]
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Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation. Bildverarbeitung für die Medizin 2022: 254-259
[c416]
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Maja Schlereth, Daniel Stromer, Yash Mantri, Jason Tsujimoto, Katharina Breininger, Andreas K. Maier, Caesar Anderson, Pranav S. Garimella, Jesse V. Jokerst:
Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging. Bildverarbeitung für die Medizin 2022: 261-266
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Maja Schlereth, Daniel Stromer, Katharina Breininger, Alexandra Wagner, Lina Tan, Andreas K. Maier, Ferdinand Knieling:
Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging. Bildverarbeitung für die Medizin 2022: 285-290
[c414]
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Amir El-Ghoussani, Dalia Rodríguez-Salas, Mathias Seuret, Andreas K. Maier:
GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection. Bildverarbeitung für die Medizin 2022: 321-326
[c413]
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Oliver Aust, Mareike Thies, DanielaWeidner, Fabian Wagner, Sabrina Pechmann, Leonid Mill, Darja Andreev, Ippei Miyagawa, Gerhard Krönke, Silke H. Christiansen, Stefan Uderhardt, Andreas K. Maier, Anika Grüneboom:
Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network. Bildverarbeitung für die Medizin 2022: 333-338
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Andreas K. Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani:
Offer Proprietary Algorithms Still Protection of Intellectual Property in the Age of Machine Learning? - A Case Study Using Dual Energy CT Data. Bildverarbeitung für die Medizin 2022: 345-350
[c411]
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Luis Carlos Rivera Monroy, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Andreas K. Maier:
Melanoma Segmentation and Classification Employing Imaging and Graph Encodings. CHASE 2022: 144-145
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Martin Mayr, Alex Felker, Andreas K. Maier, Vincent Christlein:
Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents. DAS 2022: 598-612
[c409]
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Alexander Mattick, Martin Mayr, Andreas Maier, Vincent Christlein:
Is Multitask Learning Always Better? DAS 2022: 674-687
[c408]
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Aline Sindel, Andreas Maier, Vincent Christlein:
ArtFacePoints: High-Resolution Facial Landmark Detection in Paintings and Prints. ECCV Workshops (1) 2022: 298-313
[c407]
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Jad Kassam, Florian Thamm, Leonhard Rist, Oliver Taubmann, Andreas K. Maier:
Detecting Large Vessel Occlusions using Graph Deep Learning. GeoMedIA 2022: 149-159
[c406]
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Christian Bergler, Manuel Schmitt, Andreas K. Maier, Rachael Xi Cheng, Volker Barth, Elmar Nöth:
ORCA-PARTY: An Automatic Killer Whale Sound Type Separation Toolkit Using Deep Learning. ICASSP 2022: 1046-1050
[c405]
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Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier:
Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering. ICASSP 2022: 7407-7411
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Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks Using CraquelureNet. ICPR Workshops (3) 2022: 108-121
[c403]
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Ahmed Gomaa, Andreas K. Maier, Ronak Kosti:
Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment Analysis. ICPR 2022: 2423-2429
[c402]
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Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition. ICPR 2022: 4989-4994
[c401]
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  - conf/interspeech/HernandezPNOMY22
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Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang:
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. INTERSPEECH 2022: 51-55
[c400]
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P. Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas K. Maier, A. Abad, Maria Schuster, Tomás Arias-Vergara:
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss. INTERSPEECH 2022: 1959-1960
[c399]
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Christian Bergler, Alexander Barnhill, Dominik Perrin, Manuel Schmitt, Andreas K. Maier, Elmar Nöth:
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning. INTERSPEECH 2022: 2413-2417
[c398]
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Paula Andrea Pérez-Toro, Philipp Klumpp, Abner Hernandez, Tomas Arias, Patricia Lillo, Andrea Slachevsky, Adolfo Martín García, Maria Schuster, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave:
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. INTERSPEECH 2022: 2483-2487
[c397]
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Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. INTERSPEECH 2022: 4815-4819
[c396]
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Prathmesh Madhu, Anna Meyer, Mathias Zinnen, Lara Mührenberg, Dirk Suckow, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Ute Verstegen, Ronak Kosti, Andreas Maier, Vincent Christlein:
One-Shot Object Detection in Heterogeneous Artwork Datasets. IPTA 2022: 1-6
[c395]
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Alexander Schmidt, Prathmesh Madhu, Andreas Maier, Vincent Christlein, Ronak Kosti:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings. IPTA 2022: 1-6
[c394]
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Hendrik Schröter, Andreas K. Maier, Alberto N. Escalante-B., Tobias Rosenkranz:
Deepfilternet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. IWAENC 2022: 1-5
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Aline Sindel, Bettina Hohberger, Andreas K. Maier, Vincent Christlein:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network. MICCAI (6) 2022: 108-118
[c392]
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Felix Meister, Chloé Audigier, Tiziano Passerini, Èric Lluch, Viorel Mihalef, Andreas K. Maier, Tommaso Mansi:
Fast Automatic Liver Tumor Radiofrequency Ablation Planning via Learned Physics Model. MICCAI (8) 2022: 167-176
[c391]
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Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas Maier:
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT. MICCAI (2) 2022: 517-527
[c390]
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Florian Kordon, Andreas K. Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning. MICCAI (8) 2022: 615-625
[c389]
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Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas Maier:
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection. MICCAI (3) 2022: 634-643
[c388]
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Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling. MIDL 2022: 315-324
[c387]
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Holger Kunze, Florian Kordon, Andreas Maier, Katharina Breininger:
Direct and indirect image rotation estimation methods of orthopedic x-ray images. Medical Imaging: Image Processing 2022
[c386]
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Celia Martín Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Andreas Maier, Holger Kunze:
Normalization techniques for CNN based analysis of surgical cone beam CT volumes. Medical Imaging: Image Processing 2022
[c385]
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Andreas K. Maier:
Building Blocks for a Virtual Time Machine: From Book CT to Automated Art Understanding. SUMAC @ ACM Multimedia 2022: 1
[c384]
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Abner Hernandez, Philipp Klumpp, Badhan Das, Andreas K. Maier, Seung Hee Yang:
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech. TSD 2022: 291-300
[c383]
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Kubilay Can Demir, Matthias S. May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas K. Maier, Seung Hee Yang:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis. TSD 2022: 464-475
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  - books/sp/22/Maier22
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Andreas K. Maier:
Eine sanfte Einführung ins Lernen tiefer neuronaler Netze. Künstliche Intelligenz im Gesundheitswesen 2022: 679-696
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Klaus H. Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022. Informatik Aktuell, Springer 2022, ISBN 978-3-658-36931-6 [contents]
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Nandinee Fariah Haq, Patricia Johnson, Andreas Maier, Chen Qin, Tobias Würfl, Jaejun Yoo:
Machine Learning for Medical Image Reconstruction - 5th International Workshop, MLMIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13587, Springer 2022, ISBN 978-3-031-17246-5 [contents]
[i236]
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Aline Sindel, Bettina Hohberger, Sebastian Fassihi Dehcordi, Christian Y. Mardin, Robert Lämmer, Andreas K. Maier, Vincent Christlein:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration. CoRR abs/2201.02242 (2022)
[i235]
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Florian Thamm, Felix Denzinger, Leonhard Rist, Celia Martín Vicario, Florian Kordon, Andreas K. Maier:
Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors. CoRR abs/2201.06259 (2022)
[i234]
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Mareike Thies, Fabian Wagner, Mingxuan Gu, Lukas Folle, Lina Felsner, Andreas K. Maier:
Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations. CoRR abs/2201.07562 (2022)
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Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation. CoRR abs/2201.07572 (2022)
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Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan B. Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography. CoRR abs/2201.10345 (2022)
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Maja Schlereth, Daniel Stromer, Yash Mantri, Jason Tsujimoto, Katharina Breininger, Andreas K. Maier, Caesar Anderson, Pranav S. Garimella, Jesse V. Jokerst:
Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging. CoRR abs/2201.10511 (2022)
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Frauke Wilm, Marco Fragoso, Christian Marzahl, Jingna Qiu, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier, Katharina Breininger, Marc Aubreville:
Pan-Tumor CAnine cuTaneous Cancer Histology (CATCH) Dataset. CoRR abs/2201.11446 (2022)
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Maja Schlereth, Daniel Stromer, Katharina Breininger, Alexandra Wagner, Lina Tan, Andreas K. Maier, Ferdinand Knieling:
Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging. CoRR abs/2201.11630 (2022)
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Mingxuan Gu, Sulaiman Vesal, Ronak Kosti, Andreas K. Maier:
Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation. CoRR abs/2201.12386 (2022)
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Farnaz Khun Jush, Markus Biele, Peter M. Dueppenbecker, Andreas K. Maier:
Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness. CoRR abs/2202.01208 (2022)
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Aline Sindel, Abner Hernandez, Seung Hee Yang, Vincent Christlein, Andreas K. Maier:
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks. CoRR abs/2202.03540 (2022)
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Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling. CoRR abs/2202.03671 (2022)
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Yixing Huang, Andreas K. Maier, Rainer Fietkau, Christoph Bert, Florian Putz:
Learning Perspective Deformation in X-Ray Transmission Imaging. CoRR abs/2202.06366 (2022)
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Paul Stoewer, Christian Schlieker, Achim Schilling, Claus Metzner, Andreas K. Maier, Patrick Krauss:
Neural Network based Successor Representations of Space and Language. CoRR abs/2202.11190 (2022)
[i222]
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  - journals/corr/abs-2203-09207
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Fuxin Fan, Ludwig Ritschl, Marcel Beister, Ramyar Biniazan, Björn W. Kreher, Tristan M. Gottschalk, Steffen Kappler, Andreas K. Maier:
Simulation-Driven Training of Vision Transformers Enabling Metal Segmentation in X-Ray Images. CoRR abs/2203.09207 (2022)
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  - journals/corr/abs-2203-14794
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Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas K. Maier:
Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning. CoRR abs/2203.14794 (2022)
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Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang:
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. CoRR abs/2204.01670 (2022)
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Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang:
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. CoRR abs/2204.01677 (2022)
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Achim Schilling, William Sedley, Richard Gerum, Claus Metzner, Konstantin Tziridis, Andreas K. Maier, Holger Schulze, Fan-Gang Zeng, Karl J. Friston, Patrick Krauss:
Predictive Coding and Stochastic Resonance: Towards a Unified Theory of Auditory (Phantom) Perception. CoRR abs/2204.03354 (2022)
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  - journals/corr/abs-2204-03742
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Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie D. ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas K. Maier, Jack Breen, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H. J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Nasir M. Rajpoot, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu, Salar Razavi, April Khademi, Sen Yang, Xiyue Wang, Mitko Veta, Katharina Breininger:
Mitosis domain generalization in histopathology images - The MIDOG challenge. CoRR abs/2204.03742 (2022)
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Tobias Weise, Philipp Klumpp, Andreas K. Maier, Elmar Nöth, Björn Heismann, Maria Schuster, Seung Hee Yang:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment. CoRR abs/2204.04016 (2022)
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Soroosh Tayebi Arasteh, Tobias Weise, Maria Schuster, Elmar Nöth, Andreas K. Maier, Seung Hee Yang:
Is Speech Pathology a Biomarker in Automatic Speaker Verification? CoRR abs/2204.06450 (2022)
[i214]
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  - journals/corr/abs-2204-12333
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Florian Thamm, Markus Jürgens, Oliver Taubmann, Aleksandra Thamm, Leonhard Rist, Hendrik Ditt, Andreas K. Maier:
An Algorithm for the Labeling and Interactive Visualization of the Cerebrovascular System of Ischemic Strokes. CoRR abs/2204.12333 (2022)
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Yixing Huang, Christoph Bert, Stefan Fischer, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz:
Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification. CoRR abs/2204.13591 (2022)
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  - journals/corr/abs-2205-01684
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Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier:
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning. CoRR abs/2205.01684 (2022)
[i211]
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Florian Thamm, Oliver Taubmann, Markus Jürgens, Aleksandra Thamm, Felix Denzinger, Leonhard Rist, Hendrik Ditt, Andreas K. Maier:
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection. CoRR abs/2205.02848 (2022)
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Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier:
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. CoRR abs/2205.05474 (2022)
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  - journals/corr/abs-2205-09250
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Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification. CoRR abs/2205.09250 (2022)
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  - journals/corr/abs-2205-13297
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Simon Langer, Oliver Taubmann, Felix Denzinger, Andreas K. Maier, Alexander Mühlberg:
DeepTechnome: Mitigating Unknown Bias in Deep Learning Based Assessment of CT Images. CoRR abs/2205.13297 (2022)
[i207]
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  - journals/corr/abs-2206-03888
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Mingxuan Gu, Sulaiman Vesal, Mareike Thies, Zhaoya Pan, Fabian Wagner, Mirabela Rusu, Andreas K. Maier, Ronak Kosti:
ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation. CoRR abs/2206.03888 (2022)
[i206]
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  - journals/corr/abs-2206-11115
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Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein:
ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas. CoRR abs/2206.11115 (2022)
[i205]
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  - journals/corr/abs-2206-12320
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Kubilay Can Demir, Matthias S. May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas K. Maier, Seung Hee Yang:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis. CoRR abs/2206.12320 (2022)
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  - journals/corr/abs-2207-02392
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Farnaz Khun Jush, Markus Biele, Peter M. Dueppenbecker, Andreas K. Maier:
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound. CoRR abs/2207.02392 (2022)
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  - journals/corr/abs-2207-07368
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Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier:
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. CoRR abs/2207.07368 (2022)
[i202]
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Aline Sindel, Bettina Hohberger, Andreas K. Maier, Vincent Christlein:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network. CoRR abs/2207.10506 (2022)
[i201]
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  - journals/corr/abs-2207-14650
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Leonid Mill, Oliver Aust, Jochen A. Ackermann, Philipp Burger, Monica Pascual, Katrin Palumbo-Zerr, Gerhard Krönke, Stefan Uderhardt, Georg Schett, Christoph S. Clemen, Rolf Schröder, Christian Holtzhausen, Samir Jabari, Andreas K. Maier, Anika Grüneboom:
SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data. CoRR abs/2207.14650 (2022)
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  - journals/corr/abs-2208-08836
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Aline Sindel, Andreas K. Maier, Vincent Christlein:
A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet. CoRR abs/2208.08836 (2022)
[i199]
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  - journals/corr/abs-2208-13224
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Thomas Weissmann, Yixing Huang, Stefan Fischer, Johannes Roesch, Sina Mansoorian, Horacio Ayala Gaona, Antoniu-Oreste Gostian, Markus Hecht, Sebastian Lettmaier, Lisa Deloch, Benjamin Frey, Udo S. Gaipl, Luitpold V. Distel, Andreas K. Maier, Heinrich Iro, Sabine Semrau, Christoph Bert, Rainer Fietkau, Florian Putz:
Deep Learning for automatic head and neck lymph node level delineation. CoRR abs/2208.13224 (2022)
[i198]
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  - journals/corr/abs-2209-07232
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Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas K. Maier:
A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT. CoRR abs/2209.07232 (2022)
[i197]
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  - journals/corr/abs-2209-09733
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Siyuan Mei, Fuxin Fan, Andreas K. Maier:
Metal Inpainting in CBCT Projections Using Score-based Generative Model. CoRR abs/2209.09733 (2022)
[i196]
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  - journals/corr/abs-2209-11531
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Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas K. Maier:
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy. CoRR abs/2209.11531 (2022)
[i195]
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  - journals/corr/abs-2210-07611
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Srikrishna Jaganathan, Maximilian Kukla, Jian Wang, Karthik Shetty, Andreas K. Maier:
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion. CoRR abs/2210.07611 (2022)
[i194]
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  - journals/corr/abs-2210-09204
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Aline Sindel, Andreas K. Maier, Vincent Christlein:
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints. CoRR abs/2210.09204 (2022)
[i193]
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  - journals/corr/abs-2210-13108
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Adithya Ramachandran, Satyaki Chatterjee, Siming Bayer, Andreas K. Maier, Thorkil Flensmark:
Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble. CoRR abs/2210.13108 (2022)
[i192]
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  - journals/corr/abs-2210-16062
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Paul Stoewer, Achim Schilling, Andreas K. Maier, Patrick Krauss:
Neural Network based Formation of Cognitive Maps of Semantic Spaces and the Emergence of Abstract Concepts. CoRR abs/2210.16062 (2022)
[i191]
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  - journals/corr/abs-2210-16273
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Alexander Mühlberg, Paul Ritter, Simon Langer, Chloë Goossens, Stefanie Nübler, Dominik Schneidereit, Oliver Taubmann, Felix Denzinger, Dominik Nörenberg, Michael Haug, Wolfgang H. Goldmann, Andreas K. Maier, Oliver Friedrich, Lucas Kreiss:
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology. CoRR abs/2210.16273 (2022)
[i190]
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  - journals/corr/abs-2211-01111
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Fabian Wagner, Mareike Thies, Laura Pfaff, Oliver Aust, Sabrina Pechmann, Daniela Weidner, Noah Maul, Maximilian Rohleder, Mingxuan Gu, Jonas Utz, Felix Denzinger, Andreas K. Maier:
On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting. CoRR abs/2211.01111 (2022)
[i189]
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Kai Packhäuser, Lukas Folle, Florian Thamm, Andreas K. Maier:
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems. CoRR abs/2211.01323 (2022)
[i188]
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  - journals/corr/abs-2211-05884
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Luis Carlos Rivera Monroy, Leonhard Rist, Martin Eberhardt, Christian Ostalecki, Andreas Baur, Julio Vera, Katharina Breininger, Andreas K. Maier:
Employing Graph Representations for Cell-level Characterization of Melanoma MELC Samples. CoRR abs/2211.05884 (2022)
[i187]
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Sonja Kunzmann, Mathias Öttl, Prathmesh Madhu, Felix Denzinger, Andreas K. Maier:
An unobtrusive quality supervision approach for medical image annotation. CoRR abs/2211.06146 (2022)
[i186]
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Mathias Öttl, Jana Mönius, Matthias Rübner, Carol I. Geppert, Jingna Qiu, Frauke Wilm, Arndt Hartmann, Matthias W. Beckmann, Peter A. Fasching, Andreas K. Maier, Ramona Erber, Katharina Breininger:
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks. CoRR abs/2211.06150 (2022)
[i185]
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  - journals/corr/abs-2211-11734
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Karthik Shetty, Annette Birkhold, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier, Bernhard Egger:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation. CoRR abs/2211.11734 (2022)
[i184]
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  - journals/corr/abs-2211-16141
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Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas K. Maier, Marc Aubreville, Katharina Breininger:
Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology. CoRR abs/2211.16141 (2022)
[i183]
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  - journals/corr/abs-2211-16219
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Fuxin Fan, Yangkong Wang, Ludwig Ritschl, Ramyar Biniazan, Marcel Beister, Björn W. Kreher, Yixing Huang, Steffen Kappler, Andreas K. Maier:
Metal-conscious Embedding for CBCT Projection Inpainting. CoRR abs/2211.16219 (2022)
[i182]
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  - journals/corr/abs-2212-01312
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Merlin A. Nau, A. Hans Vija, Wesley Gohn, Maximilian P. Reymann, Andreas K. Maier:
Hybrid adiabatic quantum computing for tomographic image reconstruction - opportunities and limitations. CoRR abs/2212.01312 (2022)
[i181]
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  - journals/corr/abs-2212-02177
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Mareike Thies, Fabian Wagner, Noah Maul, Lukas Folle, Manuela Meier, Maximilian Rohleder, Linda-Sophie Schneider, Laura Pfaff, Mingxuan Gu, Jonas Utz, Felix Denzinger, Michael Manhart, Andreas K. Maier:
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction. CoRR abs/2212.02177 (2022)
[i180]
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  - journals/corr/abs-2212-04832
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Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang Hwan Choi, Andreas K. Maier:
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising. CoRR abs/2212.04832 (2022)
2021
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Jennifer Maier, Andreas K. Maier, Bjoern M. Eskofier, Rebecca Fahrig, Jang-Hwan Choi:
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT. IEEE Access 9: 71821-71831 (2021)
[j113]
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  - journals/cars/RoserBPOSSKFM21
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Philipp Roser, Annette Birkhold, Alexander Preuhs, Philipp Ochs, Elizaveta Stepina, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
XDose: toward online cross-validation of experimental and computational X-ray dose estimation. Int. J. Comput. Assist. Radiol. Surg. 16(1): 1-10 (2021)
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Weilin Fu, Katharina Breininger, Roman Schaffert, Zhaoya Pan, Andreas K. Maier:
"Keep it simple, scholar": an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging. Int. J. Comput. Assist. Radiol. Surg. 16(6): 967-978 (2021)
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Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
IJCARS: BVM 2021 special issue. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2067-2068 (2021)
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Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
MR-contrast-aware image-to-image translations with generative adversarial networks. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2069-2078 (2021)
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Lina Felsner, Philipp Roser, Andreas Maier, Christian Riess:
Comparison of methods for sensitivity correction in Talbot-Lau computed tomography. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2099-2106 (2021)
[j108]
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Oliver Haas, Luis Ignacio Lopera Gonzalez, Sonja Hofmann, Christoph Ostgathe, Andreas Maier, Eva Rothgang, Oliver Amft, Tobias Steigleder:
Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining. Frontiers Digit. Health 3: 724049 (2021)
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David Dreizin, Florian Goldmann, Christina LeBedis, Alexis Boscak, Matthew Dattwyler, Uttam Bodanapally, Guang Li, Stephan Anderson, Andreas Maier, Mathias Unberath:
An Automated Deep Learning Method for Tile AO/OTA Pelvic Fracture Severity Grading from Trauma whole-Body CT. J. Digit. Imaging 34(1): 53-65 (2021)
[j106]
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Nadine Rücker, Lea Pflüger, Andreas Maier:
Hardware Failure Prediction on Imbalanced Times Series Data. J. Digit. Imaging 34(1): 182-189 (2021)
[j105]
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  - journals/jimaging/SindelKMC21
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Aline Sindel, Thomas Klinke, Andreas Maier, Vincent Christlein:
ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints. J. Imaging 7(7): 120 (2021)
[j104]
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Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks. J. Imaging 7(8): 133 (2021)
[j103]
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Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Jichao Zhao:
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging. Medical Image Anal. 67: 101832 (2021)
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Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier:
Cephalogram synthesis and landmark detection in dental cone-beam CT systems. Medical Image Anal. 70: 102028 (2021)
[j101]
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Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu:
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment. Medical Image Anal. 72: 102087 (2021)
[j100]
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  - journals/mva/VenatorABM21
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Moritz Venator, Selcuk Aklanoglu, Erich Bruns, Andreas Maier:
Enhancing collaborative road scene reconstruction with unsupervised domain alignment. Mach. Vis. Appl. 32(1): 13 (2021)
[j99]
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Sergiu Deitsch, Claudia Buerhop-Lutz, Evgenii Sovetkin, Ansgar Steland, Andreas Maier, Florian Gallwitz, Christian Riess:
Segmentation of photovoltaic module cells in uncalibrated electroluminescence images. Mach. Vis. Appl. 32(4): 84 (2021)
[j98]
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  - journals/nn/SchillingMGMK21
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Achim Schilling, Andreas Maier, Richard Gerum, Claus Metzner, Patrick Krauss:
Quantifying the separability of data classes in neural networks. Neural Networks 139: 278-293 (2021)
[j97]
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Eduardo Souza dos Reis, Lucas Adams Seewald, Rodolfo Stoffel Antunes, Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Luiz Gonzaga da Silveira Jr., Bjoern M. Eskofier, Andreas Maier, Tim Horz, Rebecca Fahrig:
Monocular multi-person pose estimation: A survey. Pattern Recognit. 118: 108046 (2021)
[j96]
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Moritz Venator, Yassine El Himer, Selcuk Aklanoglu, Erich Bruns, Andreas K. Maier:
Self-Supervised Learning of Domain-Invariant Local Features for Robust Visual Localization Under Challenging Conditions. IEEE Robotics Autom. Lett. 6(2): 2753-2760 (2021)
[j95]
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Gabriel Herl, Jochen Hiller, Mareike Thies, Jan-Nico Zaech, Mathias Unberath, Andreas K. Maier:
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography. IEEE Trans. Computational Imaging 7: 894-907 (2021)
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Sulaiman Vesal, Mingxuan Gu, Andreas Maier, Nishant Ravikumar:
Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification. IEEE J. Biomed. Health Informatics 25(7): 2698-2709 (2021)
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Mufeng Geng, Zifeng Tian, Zhe Jiang, Yunfei You, Ximeng Feng, Yan Xia, Kun Yang, Qiushi Ren, Xiangxi Meng, Andreas Maier, Yanye Lu:
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography. IEEE Trans. Medical Imaging 40(2): 571-584 (2021)
[j92]
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Zhe Jiang, Zhiyu Huang, Bin Qiu, Xiangxi Meng, Yunfei You, Xi Liu, Mufeng Geng, Gangjun Liu, Chuanqing Zhou, Kun Yang, Andreas Maier, Qiushi Ren, Yanye Lu:
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography. IEEE Trans. Medical Imaging 40(2): 688-698 (2021)
[j91]
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Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar:
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation. IEEE Trans. Medical Imaging 40(7): 1838-1851 (2021)
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Elisabeth Hoppe, Jens Wetzl, Seung Su Yoon, Mario Bacher, Philipp Roser, Bernhard Stimpel, Alexander Preuhs, Andreas Maier:
Deep Learning-Based ECG-Free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 40(8): 2105-2117 (2021)
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Philipp Roser, Annette Birkhold, Alexander Preuhs, Christopher Syben, Lina Felsner, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
X-Ray Scatter Estimation Using Deep Splines. IEEE Trans. Medical Imaging 40(9): 2272-2283 (2021)
[j88]
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Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier:
Data Extrapolation From Learned Prior Images for Truncation Correction in Computed Tomography. IEEE Trans. Medical Imaging 40(11): 3042-3053 (2021)
[c382]
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  - conf/acssc/NauSLXMTWKWC21
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Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt:
Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices. ACSCC 2021: 873-875
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Tristan M. Gottschalk, Andreas Maier, Florian Kordon, Björn W. Kreher:
Learning-based Patch-wise Metal Segmentation with Consistency Check. Bildverarbeitung für die Medizin 2021: 4-9
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Katharina Breininger, Marcus Pfister, Markus Kowarschik, Andreas Maier:
Abstract: Move Over There One-click Deformation Correction for Image Fusion during Endovascular Aortic Repair. Bildverarbeitung für die Medizin 2021: 35
[c379]
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Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jason Stayt, Anne-Katherine Jasensky, Florian Bartenschlager, Marco Fragoso, Ann K. Barton, Svenja Elsemann, Samir Jabari, Jens Krauth, Prathmesh Madhu, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas Maier:
Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides. Bildverarbeitung für die Medizin 2021: 48
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Philipp Roser, Lina Felsner, Andreas Maier, Christian Riess:
Learning the Inverse Weighted Radon Transform. Bildverarbeitung für die Medizin 2021: 49-54
[c377]
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Junaid R. Rajput, Karthik Shetty, Andreas Maier, Martin Berger:
Table Motion Detection in Interventional Coronary Angiography. Bildverarbeitung für die Medizin 2021: 55-60
[c376]
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Yixing Huang, Leonid Mill, Robert Stoll, Lasse Kling, Oliver Aust, Fabian Wagner, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas Maier:
Semi-permeable Filters for Interior Region of Interest Dose Reduction in X-ray Microscopy. Bildverarbeitung für die Medizin 2021: 61-66
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Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Abstract: Contour-based Bone Axis Detection for X-ray-guided Surgery on the Knee. Bildverarbeitung für die Medizin 2021: 79
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Marcel Reimann, Weilin Fu, Andreas Maier:
Novel Evaluation Metrics for Vascular Structure Segmentation. Bildverarbeitung für die Medizin 2021: 80-85
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Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier:
Abstract: Automatic CAD-RADS Scoring using Deep Learning. Bildverarbeitung für die Medizin 2021: 104
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Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier:
Learning the Update Operator for 2D/3D Image Registration. Bildverarbeitung für die Medizin 2021: 117-122
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Weilin Fu, Leonid Mill, Stephan Seitz, Tobias Geimer, Lasse Kling, Dennis Possart, Silke H. Christiansen, Andreas Maier:
Towards Mouse Bone X-ray Microscopy Scan Simulation. Bildverarbeitung für die Medizin 2021: 128-133
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Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager, Marco Fragoso, Frauke Wilm, Christian Marzahl, Katharina Breininger, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors. Bildverarbeitung für die Medizin 2021: 134-139
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Christian Marzahl, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger, Andreas Maier, Marc Aubreville:
Cell Detection for Asthma on Partially Annotated Whole Slide Images - Learning to be EXACT. Bildverarbeitung für die Medizin 2021: 147-152
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Elisabeth Hoppe, Jens Wetzl, Philipp Roser, Lina Felsner, Alexander Preuhs, Andreas Maier:
2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging. Bildverarbeitung für die Medizin 2021: 158-163
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Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze:
Abstract: Automatic Plane Adjustment in Surgical Cone Beam CT-volumes. Bildverarbeitung für die Medizin 2021: 170
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Sarah Wallraff, Sulaiman Vesal, Christopher Syben, Rainer Lutz, Andreas Maier:
Age Estimation on Panoramic Dental X-ray Images using Deep Learning. Bildverarbeitung für die Medizin 2021: 186-191
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Marc Aubreville, Christof A. Bertram, Taryn A. Donovan, Christian Marzahl, Andreas Maier, Robert Klopfleisch:
Abstract: A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research. Bildverarbeitung für die Medizin 2021: 198
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Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
Acquisition Parameter-conditioned Magnetic Resonance Image-to-image Translation. Bildverarbeitung für die Medizin 2021: 199-204
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Zijin Yang, Achim Schilling, Andreas Maier, Patrick Krauss:
Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data. Bildverarbeitung für die Medizin 2021: 211-216
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Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling:
Coronary Plaque Analysis for CT Angiography Clinical Research. Bildverarbeitung für die Medizin 2021: 223-228
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Frauke Wilm, Christof A. Bertram, Christian Marzahl, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Kathrin Becker, Mark Bennett, Sarah Corner, Brieuc Cossic, Daniela Denk, Martina Dettwiler, Beatriz Garcia Gonzalez, Corinne Gurtner, Annabelle Heier, Annika Lehmbecker, Sophie Merz, Stephanie Plog, Anja Schmidt, Franziska Sebastian, Rebecca C. Smedley, Marco Tecilla, Tuddow Thaiwong, Katharina Breininger, Matti Kiupel, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment. Bildverarbeitung für die Medizin 2021: 241-246
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Marc Aubreville, Christof A. Bertram, Christian Marzahl, Corinne Gurtner, Martina Dettwiler, Anja Schmidt, Florian Bartenschlager, Sophie Merz, Marco Fragoso, Olivia Kershaw, Robert Klopfleisch, Andreas Maier:
Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists in Detecting the Mitotically Most Active Tumor Region. Bildverarbeitung für die Medizin 2021: 260
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Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier:
Abstract: Maximum A-posteriori Signal Recovery for OCT Angiography Image Generation. Bildverarbeitung für die Medizin 2021: 261
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Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning. Bildverarbeitung für die Medizin 2021: 262
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Dalia Rodríguez-Salas, Mathias Seuret, Sulaiman Vesal, Andreas Maier:
Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network. Bildverarbeitung für die Medizin 2021: 282-287
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Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu:
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. Bildverarbeitung für die Medizin 2021: 288
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Shuqing Chen, Daniel Stromer, Harb Alnasser Alabdalrahim, Stefan Schwab, Markus Weih, Andreas Maier:
Abstract: Automatic Dementia Screening and Scoring by Applying Deep Learning on Clock-drawing Tests. Bildverarbeitung für die Medizin 2021: 289
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Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier:
Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering. Bildverarbeitung für die Medizin 2021: 290-295
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Christian Marzahl, Christof A. Bertram, Marc Aubreville, Anne Petrick, Kristina Weiler, Agnes C. Gläsel, Marco Fragoso, Sophie Merz, Florian Bartenschlager, Judith Hoppe, Alina Langenhagen, Anne-Katherine Jasensky, Jörn Voigt, Robert Klopfleisch, Andreas Maier:
Abstract: Are Fast Labeling Methods Reliable? - A Case Study of Computer-aided Expert Annotations on Microscopy Slides. Bildverarbeitung für die Medizin 2021: 296
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Purvi Tripathi, Richard Obler, Andreas Maier, Hendrik Janssen:
A Novel Trilateral Filter for Digital Subtraction Angiography. Bildverarbeitung für die Medizin 2021: 310-315
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Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier:
Abstract: JBFnet - Low Dose CT-denoising by Trainable Joint Bilateral Filtering. Bildverarbeitung für die Medizin 2021: 316
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Florian Thamm, Markus Jürgens, Hendrik Ditt, Andreas Maier:
Abstract: VirtualDSA++ - Automated Segmentation, Vessel Labeling, Occlusion Detection, and Graph Search on CT Angiography Data. Bildverarbeitung für die Medizin 2021: 323
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Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier:
Abstract: Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. Bildverarbeitung für die Medizin 2021: 336
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Florian Kordon, Andreas Maier, Holger Kunze:
Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs. Bildverarbeitung für die Medizin 2021: 350-355
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Jonathan Ganz, Tobias Kirsch, Lucas Hoffmann, Christof A. Bertram, Christoph Hoffmann, Andreas K. Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville:
Automatic and explainable grading of meningiomas from histopathology images. COMPAY@MICCAI 2021: 69-80
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Christian Marzahl, Frauke Wilm, Franz F. Dressler, Lars Tharun, Sven Perner, Christof A. Bertram, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier, Marc Aubreville, Katharina Breininger:
Robust Quad-Tree based Registration on Whole Slide Images. COMPAY@MICCAI 2021: 181-190
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Prashant Chaudhari, Franziska Schirrmacher, Andreas Maier, Christian Riess, Thomas Köhler:
Merging-ISP: Multi-exposure High Dynamic Range Image Signal Processing. GCPR 2021: 328-342
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Luisa Theelke, Frauke Wilm, Christian Marzahl, Christof A. Bertram, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger:
Iterative Cross-Scanner Registration for Whole Slide Images. ICCVW 2021: 582-590
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Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. ICDAR (1) 2021: 268-283
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Mathias Seuret, Anguelos Nicolaou, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Competition on Historical Document Classification. ICDAR (4) 2021: 618-634
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Aline Sindel, Andreas K. Maier, Vincent Christlein:
Craquelurenet: Matching The Crack Structure In Historical Paintings For Multi-Modal Image Registration. ICIP 2021: 994-998
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Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas K. Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt:
Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. ICIP 2021: 2918-2922
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Marc Wenninger, Sebastian P. Bayerl, Andreas Maier, Jochen Schmidt:
Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring. ICMLA 2021: 108-115
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Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Bayesian U-Net for Segmenting Glaciers in Sar Imagery. IGARSS 2021: 3479-3482
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Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein:
Glacier Calving Front Segmentation Using Attention U-Net. IGARSS 2021: 3483-3486
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Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Vincent Christlein, Andreas K. Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. IGARSS 2021: 4548-4551
[c335]
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  - conf/interspeech/SchroterREM21
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement. Interspeech 2021: 656-660
[c334]
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Christian Bergler, Manuel Schmitt, Andreas K. Maier, Helena Symonds, Paul Spong, Steven R. Ness, George Tzanetakis, Elmar Nöth:
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification. Interspeech 2021: 2396-2400
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Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas Maier:
Deep Iterative 2D/3D Registration. MICCAI (4) 2021: 383-392
[c332]
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Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery. MICCAI (4) 2021: 560-570
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Florian Thamm, Oliver Taubmann, Felix Denzinger, Markus Jürgens, Hendrik Ditt, Andreas Maier:
SyNCCT: Synthetic Non-contrast Images of the Brain from Single-Energy Computed Tomography Angiography. MICCAI (7) 2021: 681-690
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Farnaz Khun Jush, Peter Michael Dueppenbecker, Andreas Maier:
Data-Driven Speed-of-Sound Reconstruction for Medical Ultrasound: Impacts of Training Data Format and Imperfections on Convergence. MIUA 2021: 140-150
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Oguz Kedilioglu, Markus Lieret, Julia Schottenhamml, Tobias Würfl, Andreas Blank, Andreas Maier, Jörg Franke:
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments. VISIGRAPP (4: VISAPP) 2021: 219-226
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Christoph Palm, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2021 - Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Informatik Aktuell, Springer 2021, ISBN 978-3-658-33197-9 [contents]
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Nandinee Fariah Haq, Patricia Johnson, Andreas Maier, Tobias Würfl, Jaejun Yoo:
Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Lecture Notes in Computer Science 12964, Springer 2021, ISBN 978-3-030-88551-9 [contents]
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Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Font Groups. Zenodo, 2021
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Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Test Dataset for Task 1 - Scripts. Zenodo, 2021
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Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Dataset for Task 2 - Dating. Zenodo, 2021
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Mathias Seuret, Anguelos Nicolau, Dalia Rodríguez-Salas, Nikolaus Weichselbaumer, Dominique Stutzmann, Martin Mayr, Andreas Maier, Vincent Christlein:
ICDAR 2021 Historical Document Classification Dataset for Task 3 - Location. Zenodo, 2021
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Christof A. Bertram, Taryn A. Donovan, Marco Tecilla, Florian Bartenschlager, Marco Fragoso, Frauke Wilm, Christian Marzahl, Katharina Breininger, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors. CoRR abs/2101.01445 (2021)
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Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
Glacier Calving Front Segmentation Using Attention U-Net. CoRR abs/2101.03247 (2021)
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Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein:
Bayesian U-Net for Segmenting Glaciers in SAR Imagery. CoRR abs/2101.03249 (2021)
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Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm. CoRR abs/2101.03252 (2021)
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Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling:
Coronary Plaque Analysis for CT Angiography Clinical Research. CoRR abs/2101.03799 (2021)
[i174]
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Christian Marzahl, Christof A. Bertram, Frauke Wilm, Jörn Voigt, Ann K. Barton, Robert Klopfleisch, Katharina Breininger, Andreas Maier, Marc Aubreville:
Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images. CoRR abs/2101.04943 (2021)
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Tristan M. Gottschalk, Andreas Maier, Florian Kordon, Björn W. Kreher:
Learning-Based Patch-Wise Metal Segmentation with Consistency Check. CoRR abs/2101.10914 (2021)
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Merlin A. Nau, Florian Schiffers, Yunhao Li, Bingjie Xu, Andreas Maier, Jack Tumblin, Marc Walton, Aggelos K. Katsaggelos, Florian Willomitzer, Oliver Cossairt:
SkinScan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation. CoRR abs/2102.00508 (2021)
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Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Andreas Maier:
Learning the Update Operator for 2D/3D Image Registration. CoRR abs/2102.02861 (2021)
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Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier:
Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering. CoRR abs/2102.02912 (2021)
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AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery. CoRR abs/2102.08312 (2021)
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Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks. CoRR abs/2102.09386 (2021)
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Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas Maier:
Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements. CoRR abs/2102.12418 (2021)
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AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein:
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation. CoRR abs/2103.05715 (2021)
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Sulaiman Vesal, Mingxuan Gu, Ronak Kosti, Andreas Maier, Nishant Ravikumar:
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation. CoRR abs/2103.08219 (2021)
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Kai Packhäuser, Sebastian Gündel, Nicolas Münster, Christopher Syben, Vincent Christlein, Andreas Maier:
Is Medical Chest X-ray Data Anonymous? CoRR abs/2103.08562 (2021)
[i163]
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Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie D. ter Hoeve, Francesco Ciompi, Andreas Maier:
Quantifying the Scanner-Induced Domain Gap in Mitosis Detection. CoRR abs/2103.16515 (2021)
[i162]
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Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang:
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks. CoRR abs/2104.01449 (2021)
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Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu:
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment. CoRR abs/2104.05261 (2021)
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Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier:
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network. CoRR abs/2105.09378 (2021)
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Alexander Mattick, Martin Mayr, Mathias Seuret, Andreas Maier, Vincent Christlein:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators. CoRR abs/2105.10528 (2021)
[i158]
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Nadine Rücker, Andreas K. Maier:
FlexParser - the adaptive log file parser for continuous results in a changing world. CoRR abs/2106.03170 (2021)
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Jonathan Ganz, Tobias Kirsch, Lucas Hoffmann, Christof A. Bertram, Christoph Hoffmann, Andreas Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville:
Automatic and explainable grading of meningiomas from histopathology images. CoRR abs/2107.08850 (2021)
[i156]
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Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas K. Maier:
Deep Iterative 2D/3D Registration. CoRR abs/2107.10004 (2021)
[i155]
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Andreas Maier, Harald Köstler, Marco Heisig, Patrick Krauss, Seung Hee Yang:
Known Operator Learning and Hybrid Machine Learning in Medical Imaging - A Review of the Past, the Present, and the Future. CoRR abs/2108.04543 (2021)
[i154]
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Christian Marzahl, Jenny Hill, Jason Stayt, Dorothee Bienzle, Lutz Welker, Frauke Wilm, Jörn Voigt, Marc Aubreville, Andreas K. Maier, Robert Klopfleisch, Katharina Breininger, Christof A. Bertram:
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens. CoRR abs/2108.08529 (2021)
[i153]
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Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein:
Module-Power Prediction from PL Measurements using Deep Learning. CoRR abs/2108.13640 (2021)
[i152]
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Fuxin Fan, Björn W. Kreher, Holger Keil, Andreas Maier, Yixing Huang:
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery. CoRR abs/2108.13844 (2021)
[i151]
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Seung Su Yoon, Elisabeth Preuhs, Michaela Schmidt, Christoph Forman, Teodora Chitiboi, Puneet Sharma, Juliano Lara Fernandes, Christoph Tillmanns, Jens Wetzl, Andreas Maier:
Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery. CoRR abs/2109.02342 (2021)
[i150]
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Celia Martín Vicario, Florian Kordon, Felix Denzinger, Jan Siad El Barbari, Maxim Privalov, Jochen Franke, Sarina Thomas, Lisa Kausch, Andreas K. Maier, Holger Kunze:
Automatic Plane Adjustment of Orthopedic Intra-operative Flat Panel Detector CT-Volumes. CoRR abs/2109.10731 (2021)
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Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier:
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering. CoRR abs/2110.05588 (2021)
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Sonja Kunzmann, Christian Marzahl, Felix Denzinger, Christof A. Bertram, Robert Klopfleisch, Katharina Breininger, Vincent Christlein, Andreas K. Maier:
First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain. CoRR abs/2111.03663 (2021)
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Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas K. Maier:
Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations. CoRR abs/2112.01797 (2021)
[i146]
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Lukas Folle, Katharian Tkotz, Fasil Gadjimuradov, Lorenz A. Kapsner, Moritz Fabian, Sebastian Bickelhaupt, David Simon, Arnd Kleyer, Gerhard Krönke, Moritz Zaiß, Armin M. Nagel, Andreas K. Maier:
Towards Super-Resolution CEST MRI for Visualization of Small Structures. CoRR abs/2112.01905 (2021)
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Satyaki Chatterjee, Siming Bayer, Andreas K. Maier:
Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model. CoRR abs/2112.01908 (2021)
[i144]
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Tristan M. Gottschalk, Andreas K. Maier, Florian Kordon, Björn W. Kreher:
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT - An Investigation of Potential Improvement. CoRR abs/2112.02101 (2021)
[i143]
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Lukas Bommes, Mathis Hoffmann, Claudia Buerhop-Lutz, Tobias Pickel, Jens Hauch, Christoph Brabec, Andreas K. Maier, Ian Marius Peters:
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning. CoRR abs/2112.02922 (2021)
[i142]
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Andreas K. Maier, Seung Hee Yang, Farhad Maleki, Nikesh Muthukrishnan, Reza Forghani:
Does Proprietary Software Still Offer Protection of Intellectual Property in the Age of Machine Learning? - A Case Study using Dual Energy CT Data. CoRR abs/2112.03678 (2021)
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  - journals/corr/abs-2112-11833
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Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andreas K. Maier, Rainer Fietkau, Florian Putz:
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. CoRR abs/2112.11833 (2021)
2020
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Mareike Thies, Jan-Nico Zäch, Cong Gao, Russell H. Taylor, Nassir Navab, Andreas Maier, Mathias Unberath:
A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance. Int. J. Comput. Assist. Radiol. Surg. 15(11): 1787-1796 (2020)
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Patrick Krauss, Andreas Maier:
Will We Ever Have Conscious Machines? Frontiers Comput. Neurosci. 14: 556544 (2020)
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Rodrigo Bazo, Eduardo Souza dos Reis, Lucas Adams Seewald, Vinicius Facco Rodrigues, Cristiano André da Costa, Luiz Gonzaga Jr., Rodolfo Stoffel Antunes, Rodrigo da Rosa Righi, Andreas Maier, Björn M. Eskofier, Rebecca Fahrig, Tim Horz:
Baptizo: A sensor fusion based model for tracking the identity of human poses. Inf. Fusion 62: 1-13 (2020)
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Sulaiman Vesal, Andreas Maier, Nishant Ravikumar:
Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks. J. Imaging 6(7): 65 (2020)
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Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas Maier, Christian Riess:
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data. IEEE Trans. Pattern Anal. Mach. Intell. 42(11): 2944-2959 (2020)
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Dalia Rodríguez-Salas, Nina Mürschberger, Nishant Ravikumar, Mathias Seuret, Andreas Maier:
Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks. SN Comput. Sci. 1(5): 252 (2020)
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Lina Felsner, Sebastian Kaeppler, Andreas K. Maier, Christian Riess:
Truncation Correction for X-ray Phase-Contrast Region-of-Interest Tomography. IEEE Trans. Computational Imaging 6: 625-639 (2020)
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Moritz Venator, Erich Bruns, Andreas Maier:
Robust Camera Pose Estimation for Unordered Road Scene Images in Varying Viewing Conditions. IEEE Trans. Intell. Veh. 5(1): 165-174 (2020)
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Roman Schaffert, Jian Wang, Peter Fischer, Andreas Maier, Anja Borsdorf:
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model. IEEE Trans. Medical Imaging 39(1): 161-174 (2020)
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Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong:
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging 39(3): 777-786 (2020)
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Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. IEEE Trans. Medical Imaging 39(5): 1703-1711 (2020)
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Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier:
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences. IEEE Trans. Medical Imaging 39(10): 3159-3174 (2020)
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Christopher Syben, Bernhard Stimpel, Philipp Roser, Arnd Dörfler, Andreas K. Maier:
Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging. IEEE Trans. Medical Imaging 39(11): 3488-3498 (2020)
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Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Appearance Learning for Image-Based Motion Estimation in Tomography. IEEE Trans. Medical Imaging 39(11): 3667-3678 (2020)
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Marc Aubreville, Christof A. Bertram, Samir Jabari, Christian Marzahl, Robert Klopfleisch, Andreas K. Maier:
Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment. Bildverarbeitung für die Medizin 2020: 1-7
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Christian Marzahl, Marc Aubreville, Christof A. Bertram, Stefan Gerlach, Jennifer Maier, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas K. Maier:
Is Crowd-Algorithm Collaboration an Advanced Alternative to Crowd-Sourcing on Cytology Slides? Bildverarbeitung für die Medizin 2020: 26-31
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Weilin Fu, Katharina Breininger, Zhaoya Pan, Andreas K. Maier:
Degenerating U-Net on Retinal Vessel Segmentation. Bildverarbeitung für die Medizin 2020: 33-38
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Jalil Ahmed, Sulaiman Vesal, Felix Durlak, Rainer Kärgel, Nishant Ravikumar, Martine Rémy-Jardin, Andreas K. Maier:
COPD Classification in CT Images Using a 3D Convolutional Neural Network. Bildverarbeitung für die Medizin 2020: 39-45
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Jennifer Maier, Luis Carlos Rivera Monroy, Christopher Syben, Yejin Jeon, Jang-Hwan Choi, Mary Elizabeth Hall, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier:
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-Beam CT. Bildverarbeitung für die Medizin 2020: 67-72
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Lennart Husvogt, Stefan B. Ploner, Daniel Stromer, Julia Schottenhamml, Eric Moult, James G. Fujimoto, Andreas K. Maier:
Compressed Sensing for Optical Coherence Tomography Angiography Volume Generation. Bildverarbeitung für die Medizin 2020: 82-87
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Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Deep Learning-Based Denoising of Mammographic Images Using Physics-Driven Data Augmentation. Bildverarbeitung für die Medizin 2020: 94-100
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Philipp Roser, Annette Birkhold, Alexander Preuhs, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Tenfold your Photons. Bildverarbeitung für die Medizin 2020: 113-118
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Philipp Roser, Annette Birkhold, Alexander Preuhs, Bernhard Stimpel, Christopher Syben, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Fully-Automatic CT Data Preparation for Interventional X-Ray Skin Dose Simulation. Bildverarbeitung für die Medizin 2020: 125-130
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Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures based on Image Features Using Time Series Classification. Bildverarbeitung für die Medizin 2020: 131-136
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Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures Based on Image Features Using Ensemble Learning. Bildverarbeitung für die Medizin 2020: 137-142
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Azeem Bootwala, Katharina Breininger, Andreas K. Maier, Vincent Christlein:
Assistive Diagnosis in Opthalmology Using Deep Learning-Based Image Retrieval. Bildverarbeitung für die Medizin 2020: 144-149
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Siming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyüpoglo, Andreas K. Maier:
Investigation of Feature-Based Nonrigid Image Registration Using Gaussian Process. Bildverarbeitung für die Medizin 2020: 156-162
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Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Deep Autofocus with Cone-Beam CT Consistency Constraint. Bildverarbeitung für die Medizin 2020: 169-174
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Florian Kordon, Andreas K. Maier, Benedict Swartman, Holger Kunze:
Font Augmentation. Bildverarbeitung für die Medizin 2020: 176-182
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Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas K. Maier:
Abstract: RinQ Fingerprinting. Bildverarbeitung für die Medizin 2020: 184
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Jan-Nico Zaech, Cong Gao, Bastian Bier, Russell H. Taylor, Andreas K. Maier, Nassir Navab, Mathias Unberath:
Abstract: Learning to Avoid Poor Images. Bildverarbeitung für die Medizin 2020: 185
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Yixing Huang, Lei Gao, Alexander Preuhs, Andreas K. Maier:
Field of View Extension in Computed Tomography Using Deep Learning Prior. Bildverarbeitung für die Medizin 2020: 186-191
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Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier:
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans. Bildverarbeitung für die Medizin 2020: 193-198
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Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier:
Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics. Bildverarbeitung für die Medizin 2020: 200
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Roman Schaffert, Markus Weiß, Jian Wang, Anja Borsdorf, Andreas K. Maier:
Learning-Based Correspondence Estimation for 2-D/3-D Registration. Bildverarbeitung für die Medizin 2020: 222-228
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Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier:
Learning-Based Misalignment Detection for 2-D/3-D Overlays. Bildverarbeitung für die Medizin 2020: 230-235
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Julian Hossbach, Lennart Husvogt, Martin F. Kraus, James G. Fujimoto, Andreas K. Maier:
Deep OCT Angiography Image Generation for Motion Artifact Suppression. Bildverarbeitung für die Medizin 2020: 248-253
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Merlin A. Nau, Stefan B. Ploner, Eric M. Moult, James G. Fujimoto, Andreas K. Maier:
Open Source Simulation of Fixational Eye Drift Motion in OCT Scans. Bildverarbeitung für die Medizin 2020: 254-259
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Florian Kordon, Peter Fischer, Maxim Privalov, Benedict Swartman, Marc Schnetzke, Jochen Franke, Ruxandra Lasowski, Andreas K. Maier, Holger Kunze:
Abstract: Multi-Task Framework for X-Ray Guided Planning in Knee Surgery. Bildverarbeitung für die Medizin 2020: 260
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Hakan Calim, Andreas K. Maier:
Erlernbarkeitsstudie eines vibrotaktilen Armbands für assistive Navigation. Bildverarbeitung für die Medizin 2020: 262-267
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Weilin Fu, Lennart Husvogt, Stefan B. Ploner, James G. Fujimoto, Andreas K. Maier:
Modularization of Deep Networks Allows Cross-Modality Reuse. Bildverarbeitung für die Medizin 2020: 274-279
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Sebastian Gündel, Andreas K. Maier:
Epoch-Wise Label Attacks for Robustness Against Label Noise. Bildverarbeitung für die Medizin 2020: 287-292
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Christof A. Bertram, Marc Aubreville, Christian Marzahl, Andreas K. Maier, Robert Klopfleisch:
Abstract: How Big is Big Enough? Bildverarbeitung für die Medizin 2020: 293
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Siming Bayer, Xia Zhong, Weilin Fu, Nishant Ravikumar, Andreas K. Maier:
Imitation Learning Network for Fundus Image Registration Using a Divide-And-Conquer Approach. Bildverarbeitung für die Medizin 2020: 301-306
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Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier:
Abstract: Divide-And-Conquer Approach Towards Understanding Deep Networks. Bildverarbeitung für die Medizin 2020: 313
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Christoph Luckner, Magdalena Herbst, Michael Fuhrmann, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Combining 2-D and 3-D Weight-Bearing X-Ray Images. Bildverarbeitung für die Medizin 2020: 335-340
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Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. DAS 2020: 246-261
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Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein:
Re-Ranking for Writer Identification and Writer Retrieval. DAS 2020: 572-586
[c294]
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Nikolaus Weichselbaumer, Mathias Seuret, Saskia Limbach, Lena Hinrichsen, Andreas K. Maier, Vincent Christlein:
The rapid rise of Fraktur. DHd 2020
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Prathmesh Madhu, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Vincent Christlein, Andreas K. Maier, Peter Bell:
Deep Learning based Attribute Representation in Ancient Vase Paintings. DH 2020
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Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors - Towards Scene Understanding in Digital Art History. ECCV Workshops (2) 2020: 109-125
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Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas Maier, Vincent Christlein:
Spatio-Temporal Handwriting Imitation. ECCV Workshops (5) 2020: 528-543
[c290]
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Zhenghua Wang, Andreas Maier, Vincent Christlein:
Towards End-to-End Deep Learning-based Writer Identification. GI-Jahrestagung 2020: 1345-1354
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Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas K. Maier:
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. ICASSP 2020: 1264-1268
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier:
CLCNET: Deep Learning-Based Noise Reduction for Hearing aids using Complex Linear Coding. ICASSP 2020: 6949-6953
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Mathias Seuret, Anguelos Nicolaou, Andreas Maier, Vincent Christlein, Dominique Stutzmann:
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. ICFHR 2020: 216-221
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Aline Sindel, Andreas Maier, Vincent Christlein:
Art2Contour: Salient Contour Detection in Artworks Using Generative Adversarial Networks. ICIP 2020: 788-792
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Meike Biendl, Aline Sindel, Thomas Klinke, Andreas Maier, Vincent Christlein:
Automatic Chain Line Segmentation in Historical Prints. ICPR Workshops (3) 2020: 657-665
[c284]
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas Maier:
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks. INTERSPEECH 2020: 1121-1125
[c283]
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Christian Bergler, Manuel Schmitt, Andreas Maier, Simeon Smeele, Volker Barth, Elmar Nöth:
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication. INTERSPEECH 2020: 1136-1140
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Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier:
Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee. MICCAI (3) 2020: 14-23
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Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas Maier, Henry R. Halperin, Tommaso Mansi:
Graph Convolutional Regression of Cardiac Depolarization from Sparse Endocardial Maps. M&Ms and EMIDEC/STACOM@MICCAI 2020: 23-34
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Christian Marzahl, Christof A. Bertram, Marc Aubreville, Anne Petrick, Kristina Weiler, Agnes C. Gläsel, Marco Fragoso, Sophie Merz, Florian Bartenschlager, Judith Hoppe, Alina Langenhagen, Anne-Katherine Jasensky, Jörn Voigt, Robert Klopfleisch, Andreas Maier:
Are Fast Labeling Methods Reliable? A Case Study of Computer-Aided Expert Annotations on Microscopy Slides. MICCAI (1) 2020: 24-32
[c279]
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Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier:
Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI. MLMIR@MICCAI 2020: 38-47
[c278]
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Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier:
Automatic CAD-RADS Scoring Using Deep Learning. MICCAI (6) 2020: 45-54
[c277]
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Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task Learning. MICCAI (2) 2020: 199-208
[c276]
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Christof A. Bertram, Mitko Veta, Christian Marzahl, Nikolas Stathonikos, Andreas K. Maier, Robert Klopfleisch, Marc Aubreville:
Are Pathologist-Defined Labels Reproducible? Comparison of the TUPAC16 Mitotic Figure Dataset with an Alternative Set of Labels. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 204-213
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Oliver Taubmann, Jingpeng Li, Felix Denzinger, Eva Eibenberger, Felix C. Müller, Mathias W. Brejnebøl, Andreas Maier:
Automatic Detection of Free Intra-abdominal Air in Computed Tomography. MICCAI (2) 2020: 232-241
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  - conf/miccai/VicarioKDWTKFKM20
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Celia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier, Holger Kunze:
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes. MICCAI (2) 2020: 486-495
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Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas K. Maier, Dorin Comaniciu:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. MLMI@MICCAI 2020: 504-512
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Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier:
JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral Filtering. MICCAI (2) 2020: 506-515
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Florian Kordon, Andreas K. Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee. MICCAI (6) 2020: 671-680
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Katharina Breininger, Marcus Pfister, Markus Kowarschik, Andreas K. Maier:
Move Over There: One-Click Deformation Correction for Image Fusion During Endovascular Aortic Repair. MICCAI (4) 2020: 713-723
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Florian Thamm, Markus Jürgens, Hendrik Ditt, Andreas Maier:
VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data. VCBM 2020: 151-155
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Moritz Venator, Fengyi Shen, Selcuk Aklanoglu, Erich Bruns, Klaus-Jürgen Diepold, Andreas K. Maier:
Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation. WACV 2020: 1746-1755
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  - books/degruyter/20/0001CBWUR20
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Andreas Maier, Vincent Christlein, Katharina Breininger, Tobias Würfl, Mathias Unberath, Christian Riess:
Bildanalyse. Handbuch der Künstlichen Intelligenz 2020: 673-712
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Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas K. Maier, Klaus H. Maier-Hein, Christoph Palm:
Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 15. bis 17. März 2020 in Berlin. Informatik Aktuell, Springer 2020, ISBN 978-3-658-29266-9 [contents]
[i140]
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  - journals/corr/abs-2001-01100
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Jalil Ahmed, Sulaiman Vesal, Felix Durlak, Rainer Kärgel, Nishant Ravikumar, Martine Rémy-Jardin, Andreas K. Maier:
COPD Classification in CT Images Using a 3D Convolutional Neural Network. CoRR abs/2001.01100 (2020)
[i139]
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  - journals/corr/abs-2001-01213
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Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures based on Image Features using Ensemble Learning. CoRR abs/2001.01213 (2020)
[i138]
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Nadine Kuhnert, Andreas K. Maier:
Flexible Log File Parsing using Hidden Markov Models. CoRR abs/2001.01216 (2020)
[i137]
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  - journals/corr/abs-2001-02127
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Nadine Kuhnert, Lea Pflüger, Andreas K. Maier:
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification. CoRR abs/2001.02127 (2020)
[i136]
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  - journals/corr/abs-2001-02469
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Yixing Huang, Shengxiang Wang, Yong Guan, Andreas K. Maier:
Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning. CoRR abs/2001.02469 (2020)
[i135]
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  - journals/corr/abs-2001-02512
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Julian Hossbach, Lennart Husvogt, Martin F. Kraus, James G. Fujimoto, Andreas K. Maier:
Deep OCT Angiography Image Generation for Motion Artifact Suppression. CoRR abs/2001.02512 (2020)
[i134]
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  - journals/corr/abs-2001-05862
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Siming Bayer, Ute Spiske, Jie Luo, Tobias Geimer, William M. Wells III, Martin Ostermeier, Rebecca Fahrig, Arya Nabavi, Christoph Bert, Ilker Eyüpoglo, Andreas K. Maier:
An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process. CoRR abs/2001.05862 (2020)
[i133]
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  - journals/corr/abs-2001-10218
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier:
CLCNet: Deep learning-based Noise Reduction for Hearing Aids using Complex Linear Coding. CoRR abs/2001.10218 (2020)
[i132]
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  - journals/corr/abs-2001-11248
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Martin Mayr, Mathis Hoffmann, Andreas K. Maier, Vincent Christlein:
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm. CoRR abs/2001.11248 (2020)
[i131]
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  - journals/corr/abs-2002-02870
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Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, Felix P. Kemeth, Matthias Struck, Andreas Maier:
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks. CoRR abs/2002.02870 (2020)
[i130]
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  - journals/corr/abs-2003-10593
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Martin Mayr, Martin Stumpf, Anguelos Nicolaou, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
Spatio-Temporal Handwriting Imitation. CoRR abs/2003.10593 (2020)
[i129]
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  - journals/corr/abs-2003-14132
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Patrick Krauss, Andreas Maier:
Will we ever have Conscious Machines? CoRR abs/2003.14132 (2020)
[i128]
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  - journals/corr/abs-2003-14171
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Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein:
Recognizing Characters in Art History Using Deep Learning. CoRR abs/2003.14171 (2020)
[i127]
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  - journals/corr/abs-2004-05838
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Christian Marzahl, Christof A. Bertram, Marc Aubreville, Anne Petrick, Kristina Weiler, Agnes C. Gläsel, Marco Fragoso, Sophie Merz, Florian Bartenschlager, Judith Hoppe, Alina Langenhagen, Anne-Katherine Jasensky, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier:
Are fast labeling methods reliable? A case study of computer-aided expert annotations on microscopy slides. CoRR abs/2004.05838 (2020)
[i126]
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  - journals/corr/abs-2004-12314
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Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao:
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. CoRR abs/2004.12314 (2020)
[i125]
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  - journals/corr/abs-2004-14595
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Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jennifer Maier, Christian Bergler, Christine Kröger, Jörn Voigt, Robert Klopfleisch, Andreas K. Maier:
EXACT: A collaboration toolset for algorithm-aided annotation of almost everything. CoRR abs/2004.14595 (2020)
[i124]
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  - journals/corr/abs-2005-00762
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Lin Yuan, Yixing Huang, Andreas K. Maier:
Projection Inpainting Using Partial Convolution for Metal Artifact Reduction. CoRR abs/2005.00762 (2020)
[i123]
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  - journals/corr/abs-2005-10034
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Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas K. Maier:
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images. CoRR abs/2005.10034 (2020)
[i122]
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  - journals/corr/abs-2006-10390
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Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Appearance Learning for Image-based Motion Estimation in Tomography. CoRR abs/2006.10390 (2020)
[i121]
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  - journals/corr/abs-2006-13067
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas K. Maier:
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks. CoRR abs/2006.13067 (2020)
[i120]
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  - journals/corr/abs-2006-13077
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Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
CLC: Complex Linear Coding for the DNS 2020 Challenge. CoRR abs/2006.13077 (2020)
[i119]
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  - journals/corr/abs-2007-04018
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Philipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Simultaneous Estimation of X-ray Back-Scatter and Forward-Scatter using Multi-Task Learning. CoRR abs/2007.04018 (2020)
[i118]
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  - journals/corr/abs-2007-04655
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Jennifer Maier, Marlies Nitschke, Jang-Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier:
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee. CoRR abs/2007.04655 (2020)
[i117]
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  - journals/corr/abs-2007-04754
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Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas K. Maier:
JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral Filtering. CoRR abs/2007.04754 (2020)
[i116]
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  - journals/corr/abs-2007-04768
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Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas K. Maier:
Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization. CoRR abs/2007.04768 (2020)
[i115]
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  - journals/corr/abs-2007-05351
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Christof A. Bertram, Mitko Veta, Christian Marzahl, Nikolas Stathonikos, Andreas K. Maier, Robert Klopfleisch, Marc Aubreville:
Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels. CoRR abs/2007.05351 (2020)
[i114]
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  - journals/corr/abs-2007-07101
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Simon Jordan, Mathias Seuret, Pavel Král, Ladislav Lenc, Jirí Martínek, Barbara Wiermann, Tobias Schwinger, Andreas K. Maier, Vincent Christlein:
Re-ranking for Writer Identification and Writer Retrieval. CoRR abs/2007.07101 (2020)
[i113]
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  - journals/corr/abs-2007-07943
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Martin Leipert, Georg Vogeler, Mathias Seuret, Andreas K. Maier, Vincent Christlein:
The Notary in the Haystack - Countering Class Imbalance in Document Processing with CNNs. CoRR abs/2007.07943 (2020)
[i112]
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  - journals/corr/abs-2008-02030
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Sebastian Gündel, Arnaud Arindra Adiyoso Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. CoRR abs/2008.02030 (2020)
[i111]
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  - journals/corr/abs-2008-06262
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Mareike Thies, Jan-Nico Zäch, Cong Gao, Russell H. Taylor, Nassir Navab, Andreas K. Maier, Mathias Unberath:
A Learning-based Method for Online Adjustment of C-arm Cone-Beam CT Source Trajectories for Artifact Avoidance. CoRR abs/2008.06262 (2020)
[i110]
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  - journals/corr/abs-2008-10244
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Marc Aubreville, Christof A. Bertram, Taryn A. Donovan, Christian Marzahl, Andreas Maier, Robert Klopfleisch:
Dogs as Model for Human Breast Cancer: A Completely Annotated Whole Slide Image Dataset. CoRR abs/2008.10244 (2020)
[i109]
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  - journals/corr/abs-2009-01192
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Faezeh Nejati Hatamian, AmirAbbas Davari, Andreas Maier:
The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks. CoRR abs/2009.01192 (2020)
[i108]
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  - journals/corr/abs-2009-03807
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Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein:
Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors. CoRR abs/2009.03807 (2020)
[i107]
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  - journals/corr/abs-2009-04420
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Yixing Huang, Fuxin Fan, Christopher Syben, Philipp Roser, Leonid Mill, Andreas Maier:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems. CoRR abs/2009.04420 (2020)
[i106]
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  - journals/corr/abs-2009-14068
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Felix Meister, Tiziano Passerini, Chloé Audigier, Èric Lluch, Viorel Mihalef, Hiroshi Ashikaga, Andreas K. Maier, Henry R. Halperin, Tommaso Mansi:
Graph convolutional regression of cardiac depolarization from sparse endocardial maps. CoRR abs/2009.14068 (2020)
[i105]
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  - journals/corr/abs-2009-14712
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Mathis Hoffmann, Claudia Buerhop-Lutz, Luca Reeb, Tobias Pickel, Thilo Winkler, Bernd Doll, Tobias Würfl, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein:
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements. CoRR abs/2009.14712 (2020)
[i104]
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  - journals/corr/abs-2010-01963
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Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier:
Automatic CAD-RADS Scoring Using Deep Learning. CoRR abs/2010.01963 (2020)
[i103]
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  - journals/corr/abs-2010-06931
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Stefan B. Ploner, Martin F. Kraus, Eric M. Moult, Lennart Husvogt, Julia Schottenhamml, A. Yasin Alibhai, Nadia K. Waheed, Jay S. Duker, James G. Fujimoto, Andreas K. Maier:
Efficient and high accuracy 3-D OCT angiography motion correction in pathology. CoRR abs/2010.06931 (2020)
[i102]
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  - journals/corr/abs-2010-10197
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Mathias Seuret, Anguelos Nicolaou, Dominique Stutzmann, Andreas Maier, Vincent Christlein:
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments. CoRR abs/2010.10197 (2020)
[i101]
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  - journals/corr/abs-2010-14205
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Lina Felsner, Tobias Würfl, Christopher Syben, Philipp Roser, Alexander Preuhs, Andreas Maier, Christian Riess:
Reconstruction of Voxels with Position- and Angle-Dependent Weightings. CoRR abs/2010.14205 (2020)
[i100]
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  - journals/corr/abs-2010-15682
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Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier:
Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising. CoRR abs/2010.15682 (2020)
[i99]
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  - journals/corr/abs-2011-05003
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Mathis Hoffmann, Thomas Köhler, Bernd Doll, Frank Schebesch, Florian Talkenberg, Ian Marius Peters, Christoph J. Brabec, Andreas Maier, Vincent Christlein:
Joint Super-Resolution and Rectification for Solar Cell Inspection. CoRR abs/2011.05003 (2020)
[i98]
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  - journals/corr/abs-2011-10505
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Leonid Mill, David Wolff, Nele Gerrits, Patrick Philipp, Lasse Kling, Florian Vollnhals, Andrew Ignatenko, Christian Jaremenko, Yixing Huang, Olivier De Castro, Jean-Nicolas Audinot, Inge Nelissen, Tom Wirtz, Andreas Maier, Silke H. Christiansen:
Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation. CoRR abs/2011.10505 (2020)
[i97]
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  - journals/corr/abs-2012-02495
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Frauke Wilm, Christof A. Bertram, Christian Marzahl, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Kathrin Becker, Mark Bennett, Sarah Corner, Brieuc Cossic, Daniela Denk, Martina Dettwiler, Beatriz Garcia Gonzalez, Corinne Gurtner, Annika Lehmbecker, Sophie Merz, Stephanie Plog, Anja Schmidt, Rebecca C. Smedley, Marco Tecilla, Tuddow Thaiwong, Katharina Breininger, Matti Kiupel, Andreas Maier, Robert Klopfleisch, Marc Aubreville:
How Many Annotators Do We Need? - A Study on the Influence of Inter-Observer Variability on the Reliability of Automatic Mitotic Figure Assessment. CoRR abs/2012.02495 (2020)
[i96]
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  - journals/corr/abs-2012-03579
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Chang Liu, Yixing Huang, Joscha Maier, Laura Klein, Marc Kachelrieß, Andreas Maier:
Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization. CoRR abs/2012.03579 (2020)
[i95]
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  - journals/corr/abs-2012-05616
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Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning. CoRR abs/2012.05616 (2020)
[i94]
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  - journals/corr/abs-2012-13364
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Sulaiman Vesal, Mingxuan Gu, Andreas Maier, Nishant Ravikumar:
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification. CoRR abs/2012.13364 (2020)
[i93]
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  - journals/corr/abs-2012-13700
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Elisabeth Hoppe, Jens Wetzl, Philipp Roser, Lina Felsner, Alexander Preuhs, Andreas K. Maier:
2-D Respiration Navigation Framework for 3-D Continuous Cardiac Magnetic Resonance Imaging. CoRR abs/2012.13700 (2020)

2010 – 2019

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2019
[j73]
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Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Guest editorial of the IJCARS - BVM 2018 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(1): 1-2 (2019)
[j72]
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Johannes Bopp, Veronika Ludwig, Maria Seifert, Georg Pelzer, Andreas K. Maier, Gisela Anton, Christian Riess:
Simulation study on X-ray phase contrast imaging with dual-phase gratings. Int. J. Comput. Assist. Radiol. Surg. 14(1): 3-10 (2019)
[j71]
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  - journals/cars/HuangLTLM19
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Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier:
Traditional machine learning for limited angle tomography. Int. J. Comput. Assist. Radiol. Surg. 14(1): 11-19 (2019)
[j70]
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  - journals/cars/AubrevilleSOGKN19
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Marc Aubreville, Maike P. Stoeve, Nicolai Oetter, Miguel Goncalves, Christian Knipfer, Helmut Neumann, Christopher Bohr, Florian Stelzle, Andreas K. Maier:
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images. Int. J. Comput. Assist. Radiol. Surg. 14(1): 31-42 (2019)
[j69]
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  - journals/cars/ZhongSBKFM19
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Xia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
A machine learning pipeline for internal anatomical landmark embedding based on a patient surface model. Int. J. Comput. Assist. Radiol. Surg. 14(1): 53-61 (2019)
[j68]
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  - journals/cars/BierGZFHGAONMU19
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Bastian Bier, Florian Goldmann, Jan-Nico Zaech, Javad Fotouhi, Rachel Hegeman, Robert B. Grupp, Mehran Armand, Greg Osgood, Nassir Navab, Andreas Maier, Mathias Unberath:
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1463-1473 (2019)
[j67]
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  - journals/cars/BayerZSTGSSFNMR19
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Siming Bayer, Zhiwei Zhai, Maddalena Strumia, Xiaoguang Tong, Ying Gao, Marius Staring, Berend C. Stoel, Rebecca Fahrig, Arya Nabavi, Andreas Maier, Nishant Ravikumar:
Registration of vascular structures using a hybrid mixture model. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1507-1516 (2019)
[j66]
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  - journals/cars/PreuhsMMKHFNU19
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Alexander Preuhs, Andreas Maier, Michael Manhart, Markus Kowarschik, Elisabeth Hoppe, Javad Fotouhi, Nassir Navab, Mathias Unberath:
Symmetry prior for epipolar consistency. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1541-1551 (2019)
[j65]
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  - journals/cars/FotouhiUSHLBMOA19
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Javad Fotouhi, Mathias Unberath, Tianyu Song, Jonas Hajek, Sing Chun Lee, Bastian Bier, Andreas Maier, Greg Osgood, Mehran Armand, Nassir Navab:
Co-localized augmented human and X-ray observers in collaborative surgical ecosystem. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1553-1563 (2019)
[j64]
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  - journals/cars/MaierDHMPT19a
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Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff:
IJCARS: BVM 2019 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1823-1824 (2019)
[j63]
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  - journals/cars/RoserBZOSKFM19
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Philipp Roser, Annette Birkhold, Xia Zhong, Philipp Ochs, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas Maier:
Pitfalls in interventional X-ray organ dose assessment - combined experimental and computational phantom study: application to prostatic artery embolization. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1859-1869 (2019)
[j62]
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  - journals/cars/BreiningerHWKPM19
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Katharina Breininger, Moritz Hanika, Mareike Weule, Markus Kowarschik, Marcus Pfister, Andreas Maier:
Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1891-1899 (2019)
[j61]
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  - journals/cviu/SeewaldROACRS0E19
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Lucas Adams Seewald, Vinicius Facco Rodrigues, Malte Ollenschläger, Rodolfo Stoffel Antunes, Cristiano André da Costa, Rodrigo da Rosa Righi, Luiz Gonzaga da Silveira Jr., Andreas Maier, Björn M. Eskofier, Rebecca Fahrig:
Toward analyzing mutual interference on infrared-enabled depth cameras. Comput. Vis. Image Underst. 178: 1-15 (2019)
[j60]
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  - journals/ijbi/AmrehnSKSWKM19
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Mario Amrehn, Stefan Steidl, Reinier Kortekaas, Maddalena Strumia, Markus Weingarten, Markus Kowarschik, Andreas K. Maier:
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems. Int. J. Biomed. Imaging 2019: 1464592:1-1464592:21 (2019)
[j59]
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  - journals/ijbi/Mirzaalian-Dastjerdi19
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Houman Mirzaalian-Dastjerdi, Dominique Töpfer, Stefan J. Rupitsch, Andreas K. Maier:
Measuring Surface Area of Skin Lesions with 2D and 3D Algorithms. Int. J. Biomed. Imaging 2019: 4035148:1-4035148:9 (2019)
[j58]
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  - journals/ijbi/BayerMOF19
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Siming Bayer, Andreas K. Maier, Martin Ostermeier, Rebecca Fahrig:
Corrigendum to "Intraoperative Imaging Modalities and Compensation for Brain Shift in Tumor Resection Surgery". Int. J. Biomed. Imaging 2019: 9249016:1 (2019)
[j57]
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  - journals/jdi/DenckLNHMR19
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Jonas Denck, Wilfried Landschütz, Knud Nairz, Johannes T. Heverhagen, Andreas Maier, Eva Rothgang:
Automated Billing Code Retrieval from MRI Scanner Log Data. J. Digit. Imaging 32(6): 1103-1111 (2019)
[j56]
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  - journals/natmi/MaierSSWHSFMKC19
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Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen:
Learning with known operators reduces maximum error bounds. Nat. Mach. Intell. 1(8): 373-380 (2019)
[j55]
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  - journals/pami/GhesuGZGMHC19
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Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans. IEEE Trans. Pattern Anal. Mach. Intell. 41(1): 176-189 (2019)
[j54]
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  - journals/sensors/RodriguesRCEM19
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Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Björn M. Eskofier, Andreas K. Maier:
On Providing Multi-Level Quality of Service for Operating Rooms of the Future. Sensors 19(10): 2303 (2019)
[j53]
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  - journals/sigpro/HuangYHSHMY19
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Xiaolin Huang, Haiyan Yang, Yixing Huang, Lei Shi, Fan He, Andreas K. Maier, Ming Yan:
Robust mixed one-bit compressive sensing. Signal Process. 162: 161-168 (2019)
[j52]
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  - journals/staeors/DavariOMR19
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AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess:
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2107-2120 (2019)
[c267]
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  - conf/acpr/Rodriguez-Salas19
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Dalia Rodríguez-Salas, Nishant Ravikumar, Mathias Seuret, Andreas Maier:
ForestNet - Automatic Design of Sparse Multilayer Perceptron Network Architectures Using Ensembles of Randomized Trees. ACPR (1) 2019: 32-45
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Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier:
Abstract: Some Investigations on Robustness of Deep Learning in Limited Angle Tomography. Bildverarbeitung für die Medizin 2019: 21
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Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier:
Abstract: Fan-to-Parallel Beam Conversion - Deriving Neural Network Architectures Using Precision Learning. Bildverarbeitung für die Medizin 2019: 29
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Mario Amrehn, Maddalena Strumia, Markus Kowarschik, Andreas K. Maier:
Interactive Neural Network Robot User Investigation for Medical Image Segmentation. Bildverarbeitung für die Medizin 2019: 56-61
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Lukas Folle, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier:
Dilated Deeply Supervised Networks for Hippocampus Segmentation in MRI. Bildverarbeitung für die Medizin 2019: 68-73
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Jennifer Maier, Marianne S. Black, Mary Elizabeth Hall, Jang-Hwan Choi, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Bjoern M. Eskofier, Andreas K. Maier:
Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus. Bildverarbeitung für die Medizin 2019: 86-91
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Shahab Zarei, Bernhard Stimpel, Christopher Syben, Andreas K. Maier:
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction. Bildverarbeitung für die Medizin 2019: 92-97
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Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier:
Multi-Modal Super-Resolution with Deep Guided Filtering. Bildverarbeitung für die Medizin 2019: 110-115
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Shuqing Chen, Simone Gehrer, Sara Kaliman, Nishant Ravikumar, Abdurrahman Becit, Maryam Aliee, Diana Dudziak, Rudolf Merkel, Ana-Suncana Smith, Andreas K. Maier:
Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration. Bildverarbeitung für die Medizin 2019: 116-121
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Xia Zhong, Philipp Roser, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Tim Horz, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation. Bildverarbeitung für die Medizin 2019: 122-127
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Alexander Preuhs, Nishant Ravikumar, Michael Manhart, Bernhard Stimpel, Elisabeth Hoppe, Christopher Syben, Markus Kowarschik, Andreas K. Maier:
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency. Bildverarbeitung für die Medizin 2019: 134-139
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Lina Felsner, Martin Berger, Sebastian Kaeppler, Johannes Bopp, Veronika Ludwig, Thomas Weber, Georg Pelzer, Thilo Michel, Andreas K. Maier, Gisela Anton, Christian Riess:
Abstract: Phase-Sensitive Region-of-Interest Computed Tomography. Bildverarbeitung für die Medizin 2019: 164
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Alexander Preuhs, Andreas K. Maier, Michael Manhart, Javad Fotouhi, Nassir Navab, Mathias Unberath:
Abstract: Double Your Views: Exploiting Symmetry in Transmission Imaging. Bildverarbeitung für die Medizin 2019: 171
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Katharina Breininger, Moritz Hanika, Mareike Weule, Markus Kowarschik, Marcus Pfister, Andreas K. Maier:
3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image. Bildverarbeitung für die Medizin 2019: 172-177
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Nikolaus Arbogast, Tanja Kurzendorfer, Katharina Breininger, Peter Mountney, Daniel Toth, Srinivas Ananth Narayan, Andreas K. Maier:
Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks. Bildverarbeitung für die Medizin 2019: 191-196
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Bhavya Jain, Nadine Kuhnert, André deOliveira, Andreas K. Maier:
Image-Based Detection of MRI Hardware Failures. Bildverarbeitung für die Medizin 2019: 206-211
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Yiling Xu, Frank Schebesch, Nishant Ravikumar, Andreas K. Maier:
Detection of Unseen Low-Contrast Signals Using Classic and Novel Model Observers. Bildverarbeitung für die Medizin 2019: 212-217
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Martin Leipert, Jenny Sadowski, Michèle Kießling, Emeric Kwemou Ngandeu, Andreas K. Maier:
A Mixed Reality Simulation for Robotic Systems. Bildverarbeitung für die Medizin 2019: 219-224
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Qiuting Li, Christoph Luckner, Madeleine Hertel, Marcus Radicke, Andreas K. Maier:
Combining Ultrasound and X-Ray Imaging for Mammography - A Prototype Design. Bildverarbeitung für die Medizin 2019: 245-250
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Leonid Mill, Lasse Kling, Anika Grüneboom, Georg Schett, Silke H. Christiansen, Andreas K. Maier:
Towards In-Vivo X-Ray Nanoscopy - Acquisition Parameters vs. Image Quality. Bildverarbeitung für die Medizin 2019: 251-256
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Lina Felsner, Shiyang Hu, Veronika Ludwig, Gisela Anton, Andreas K. Maier, Christian Riess:
On the Characteristics of Helical 3D X-Ray Dark-Field Imaging. Bildverarbeitung für die Medizin 2019: 264-269
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Philipp Roser, Annette Birkhold, Xia Zhong, Elizaveta Stepina, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation. Bildverarbeitung für die Medizin 2019: 270-275
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Ahmed Amri, Bastian Bier, Jennifer Maier, Andreas K. Maier:
Isocenter Determination from Projection Matrices of a C-Arm CBCT. Bildverarbeitung für die Medizin 2019: 276-281
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Tobias Geimer, Stefan B. Ploner, Paul J. Keall, Christoph Bert, Andreas K. Maier:
Respiratory Deformation Estimation in X-Ray-Guided IMRT Using a Bilinear Model. Bildverarbeitung für die Medizin 2019: 315-320
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Marc Aubreville, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier:
Augmented Mitotic Cell Count Using Field of Interest Proposal. Bildverarbeitung für die Medizin 2019: 321-326
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Marc Aubreville, Christof A. Bertram, Robert Klopfleisch, Andreas Maier:
Field of Interest Proposal for Augmented Mitotic Cell Count: Comparison of Two Convolutional Networks. BIOIMAGING 2019: 30-37
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Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein:
Fast and Robust Detection of Solar Modules in Electroluminescence Images. CAIP (2) 2019: 519-531
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Nikolaus Weichselbaumer, Mathias Seuret, Saskia Limbach, Vincent Christlein, Andreas Maier:
Automatic Font Group Recognition in Early Printed Books. DHd 2019
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Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas K. Maier:
Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks. GMDS 2019: 126-133
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Hendrik Schröter, Elmar Nöth, Andreas K. Maier, Rachael Cheng, Volker Barth, Christian Bergler:
Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning. ICASSP 2019: 8231-8235
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Tobias Würfl, André Aichert, Nicole Maass, Frank Dennerlein, Andreas K. Maier:
Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging. ICCV 2019: 1072-1081
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Mathias Seuret, Saskia Limbach, Nikolaus Weichselbaumer, Andreas Maier, Vincent Christlein:
Dataset of Pages from Early Printed Books with Multiple Font Groups. HIP@ICDAR 2019: 1-6
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Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier:
Deep Generalized Max Pooling. ICDAR 2019: 1090-1096
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Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. ICDAR 2019: 1505-1509
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Martin Mayr, Mathis Hoffmann, Andreas K. Maier, Vincent Christlein:
Weakly Supervised Segmentation of Cracks on Solar Cells Using Normalized Lp Norm. ICIP 2019: 1885-1889
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  - conf/interspeech/MustafaBBSM19
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Ahmed Mustafa, Arijit Biswas, Christian Bergler, Julia Schottenhamml, Andreas K. Maier:
Analysis by Adversarial Synthesis - A Novel Approach for Speech Vocoding. INTERSPEECH 2019: 191-195
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Christian Bergler, Manuel Schmitt, Rachael Xi Cheng, Andreas K. Maier, Volker Barth, Elmar Nöth:
Deep Learning for Orca Call Type Identification - A Fully Unsupervised Approach. INTERSPEECH 2019: 3357-3361
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Cosmin I. Bercea, Olivier Pauly, Andreas K. Maier, Florin C. Ghesu:
SHAMANN: Shared Memory Augmented Neural Networks. IPMI 2019: 830-841
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Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier:
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT. SegTHOR@ISBI 2019
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Jan-Nico Zaech, Cong Gao, Bastian Bier, Russell H. Taylor, Andreas K. Maier, Nassir Navab, Mathias Unberath:
Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories. MICCAI (5) 2019: 11-19
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Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas Maier:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting. MICCAI (3) 2019: 92-100
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Yixing Huang, Alexander Preuhs, Günter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas Maier:
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior. MLMIR@MICCAI 2019: 101-112
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Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier:
Measuring CT Reconstruction Quality with Deep Convolutional Neural Networks. MLMIR@MICCAI 2019: 113-124
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Tristan M. Gottschalk, Björn W. Kreher, Holger Kunze, Andreas Maier:
Deep Learning Based Metal Inpainting in the Projection Domain: Initial Results. MLMIR@MICCAI 2019: 125-136
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Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier:
A Divide-and-Conquer Approach Towards Understanding Deep Networks. MICCAI (1) 2019: 183-191
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Sulaiman Vesal, Nishant Ravikumar, Andreas Maier:
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation. STACOM@MICCAI 2019: 300-308
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Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier:
Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics. MICCAI (4) 2019: 593-601
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Florian Kordon, Peter Fischer, Maxim Privalov, Benedict Swartman, Marc Schnetzke, Jochen Franke, Ruxandra Lasowski, Andreas K. Maier, Holger Kunze:
Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery. MICCAI (6) 2019: 622-630
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Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Jonathan M. Lommen, Arnd Dörfler, Andreas K. Maier:
Projection image-to-image translation in hybrid x-ray/MR imaging. Medical Imaging: Image Processing 2019: 109492K
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Tanja Kurzendorfer, Katharina Breininger, Stefan Steidl, Andreas K. Maier, Rebecca Fahrig:
Left ventricle segmentation in LGE-MRI using multiclass learning. Medical Imaging: Image Processing 2019: 1094929
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Nicole Kaiser, Andreas Fieselmann, Sulaiman Vesal, Nishant Ravikumar, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Mammographic breast density classification using a deep neural network: assessment on the basis of inter-observer variability. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2019: 109520O
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Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein:
Recognizing Characters in Art History Using Deep Learning. SUMAC @ ACM Multimedia 2019: 15-22
[c215]
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  - conf/tsd/BerglerSCSMBWN19
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Christian Bergler, Manuel Schmitt, Rachael Cheng, Hendrik Schröter, Andreas K. Maier, Volker Barth, Michael Weber, Elmar Nöth:
Deep Representation Learning for Orca Call Type Classification. TSD 2019: 274-286
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Heinz Handels, Thomas M. Deserno, Andreas K. Maier, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck. Informatik Aktuell, Springer Vieweg 2019, ISBN 978-3-658-25325-7 [contents]
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Florian Knoll, Andreas Maier, Daniel Rueckert, Jong Chul Ye:
Machine Learning for Medical Image Reconstruction - Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Lecture Notes in Computer Science 11905, Springer 2019, ISBN 978-3-030-33842-8 [contents]
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Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents [HisIR19] Dataset. Zenodo, 2019
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Mathias Seuret, Saskia Limbach, Nikolaus Weichselbaumer, Andreas Maier, Vincent Christlein:
Dataset of Pages from Early Printed Books with Multiple Font Groups. Zenodo, 2019
[i92]
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  - journals/corr/abs-1902-05414
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Marc Aubreville, Christof A. Bertram, Christian Marzahl, Corinne Gurtner, Martina Dettwiler, Anja Schmidt, Florian Bartenschlager, Sophie Merz, Marco Fragoso, Olivia Kershaw, Robert Klopfleisch, Andreas Maier:
Field of Interest Prediction for Computer-Aided Mitotic Count. CoRR abs/1902.05414 (2019)
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Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier:
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract. CoRR abs/1902.08985 (2019)
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Lukas Folle, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier:
Dilated deeply supervised networks for hippocampus segmentation in MRI. CoRR abs/1903.09097 (2019)
[i89]
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Christopher Syben, Markus Michen, Bernhard Stimpel, Stephan Seitz, Stefan B. Ploner, Andreas K. Maier:
PYRO-NN: Python Reconstruction Operators in Neural Networks. CoRR abs/1904.13342 (2019)
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Sebastian Gündel, Florin C. Ghesu, Sasa Grbic, Eli Gibson, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu:
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels. CoRR abs/1905.06362 (2019)
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Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier:
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT. CoRR abs/1905.07710 (2019)
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Ahmed Mustafa, Arijit Biswas, Christian Bergler, Julia Schottenhamml, Andreas K. Maier:
Analysis by Adversarial Synthesis - A Novel Approach for Speech Vocoding. CoRR abs/1907.00772 (2019)
[i85]
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Andreas K. Maier, Christopher Syben, Bernhard Stimpel, Tobias Würfl, Mathis Hoffmann, Frank Schebesch, Weilin Fu, Leonid Mill, Lasse Kling, Silke H. Christiansen:
Learning with Known Operators reduces Maximum Training Error Bounds. CoRR abs/1907.01992 (2019)
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Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas Maier:
RinQ Fingerprinting: Recurrence-informed Quantile Networks for Magnetic Resonance Fingerprinting. CoRR abs/1907.05277 (2019)
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Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier:
A Divide-and-Conquer Approach towards Understanding Deep Networks. CoRR abs/1907.06194 (2019)
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Mathis Hoffmann, Bernd Doll, Florian Talkenberg, Christoph J. Brabec, Andreas K. Maier, Vincent Christlein:
Fast and robust detection of solar modules in electroluminescence images. CoRR abs/1907.08451 (2019)
[i81]
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Florian Kordon, Peter Fischer, Maxim Privalov, Benedict Swartman, Marc Schnetzke, Jochen Franke, Ruxandra Lasowski, Andreas K. Maier, Holger Kunze:
Multi-task Localization and Segmentation for X-ray Guided Planning in Knee Surgery. CoRR abs/1907.10465 (2019)
[i80]
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  - journals/corr/abs-1908-04767
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Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jason Stayt, Anne-Katherine Jasensky, Florian Bartenschlager, Marco Fragoso-Garcia, Ann K. Barton, Svenja Elsemann, Samir Jabari, Jens Krauth, Prathmesh Madhu, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas K. Maier:
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides. CoRR abs/1908.04767 (2019)
[i79]
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Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier:
Deep Generalized Max Pooling. CoRR abs/1908.05040 (2019)
[i78]
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  - journals/corr/abs-1908-06792
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Yixing Huang, Alexander Preuhs, Guenter Lauritsch, Michael Manhart, Xiaolin Huang, Andreas K. Maier:
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior. CoRR abs/1908.06792 (2019)
[i77]
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Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier:
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation. CoRR abs/1908.07726 (2019)
[i76]
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  - journals/corr/abs-1909-00482
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Mario Amrehn, Stefan Steidl, Reinier Kortekaas, Maddalena Strumia, Markus Weingarten, Markus Kowarschik, Andreas K. Maier:
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems. CoRR abs/1909.00482 (2019)
[i75]
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  - journals/corr/abs-1909-06395
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Elisabeth Hoppe, Florian Thamm, Gregor Körzdörfer, Christopher Syben, Franziska Schirrmacher, Mathias Nittka, Josef Pfeuffer, Heiko Meyer, Andreas Maier:
Magnetic Resonance Fingerprinting Reconstruction Using Recurrent Neural Networks. CoRR abs/1909.06395 (2019)
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  - journals/corr/abs-1909-08868
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Jan-Nico Zaech, Cong Gao, Bastian Bier, Russell H. Taylor, Andreas K. Maier, Nassir Navab, Mathias Unberath:
Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories. CoRR abs/1909.08868 (2019)
[i73]
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  - journals/corr/abs-1910-04254
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Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Image Quality Assessment for Rigid Motion Compensation. CoRR abs/1910.04254 (2019)
[i72]
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  - journals/corr/abs-1911-01178
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Yixing Huang, Lei Gao, Alexander Preuhs, Andreas K. Maier:
Field of View Extension in Computed Tomography Using Deep Learning Prior. CoRR abs/1911.01178 (2019)
[i71]
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  - journals/corr/abs-1911-01223
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Lei Gao, Yixing Huang, Andreas K. Maier:
Superpixel-Based Background Recovery from Multiple Images. CoRR abs/1911.01223 (2019)
[i70]
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  - journals/corr/abs-1911-02080
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Weilin Fu, Lennart Husvogt, Stefan B. Ploner, James G. Fujimoto, Andreas K. Maier:
Lesson Learnt: Modularization of Deep Networks Allow Cross-Modality Reuse. CoRR abs/1911.02080 (2019)
[i69]
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  - journals/corr/abs-1911-02660
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Weilin Fu, Katharina Breininger, Zhaoya Pan, Andreas K. Maier:
What Do We Really Need? Degenerating U-Net on Retinal Vessel Segmentation. CoRR abs/1911.02660 (2019)
[i68]
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Prashant Chaudhari, Franziska Schirrmacher, Andreas K. Maier, Christian Riess, Thomas Köhler:
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing. CoRR abs/1911.04762 (2019)
[i67]
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  - journals/corr/abs-1911-07731
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Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier:
Multi-modal Deep Guided Filtering for Comprehensible Medical Image Processing. CoRR abs/1911.07731 (2019)
[i66]
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  - journals/corr/abs-1911-08163
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Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Philip Hoelter, Arnd Dörfler, Andreas K. Maier:
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging. CoRR abs/1911.08163 (2019)
[i65]
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  - journals/corr/abs-1911-10873
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Marc Aubreville, Christof A. Bertram, Samir Jabari, Christian Marzahl, Robert Klopfleisch, Andreas K. Maier:
Learning New Tricks from Old Dogs - Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment. CoRR abs/1911.10873 (2019)
[i64]
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  - journals/corr/abs-1911-13162
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Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas Maier:
Deep autofocus with cone-beam CT consistency constraint. CoRR abs/1911.13162 (2019)
[i63]
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  - journals/corr/abs-1912-00142
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Christian Marzahl, Marc Aubreville, Christof A. Bertram, Stefan Gerlach, Jennifer Maier, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas K. Maier:
Fooling the Crowd with Deep Learning-based Methods. CoRR abs/1912.00142 (2019)
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Jennifer Maier, Luis Carlos Rivera Monroy, Christopher Syben, Yejin Jeon, Jang Hwan Choi, Mary Elizabeth Hall, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier:
Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-beam CT. CoRR abs/1912.01362 (2019)
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  - journals/corr/abs-1912-01966
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Sebastian Gündel, Andreas K. Maier:
Epoch-wise label attacks for robustness against label noise. CoRR abs/1912.01966 (2019)
[i60]
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Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. CoRR abs/1912.03713 (2019)
[i59]
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  - journals/corr/abs-1912-05240
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Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas K. Maier:
Deep Learning-based Denoising of Mammographic Images using Physics-driven Data Augmentation. CoRR abs/1912.05240 (2019)
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  - journals/corr/abs-1912-06075
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Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier:
Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics. CoRR abs/1912.06075 (2019)
[i57]
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  - journals/corr/abs-1912-06417
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Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier:
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans. CoRR abs/1912.06417 (2019)
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  - journals/corr/abs-1912-10837
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Siming Bayer, Xia Zhong, Weilin Fu, Nishant Ravikumar, Andreas Maier:
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach. CoRR abs/1912.10837 (2019)
2018
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Alexander Preuhs, Martin Berger, Sebastian Bauer, Thomas Redel, Mathias Unberath, Stephan Achenbach, Andreas K. Maier:
Viewpoint planning for quantitative coronary angiography. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1159-1167 (2018)
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Katharina Breininger, Shadi Albarqouni, Tanja Kurzendorfer, Marcus Pfister, Markus Kowarschik, Andreas K. Maier:
Intraoperative stent segmentation in X-ray fluoroscopy for endovascular aortic repair. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1221-1231 (2018)
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Alexandra Klugmann, Bastian Bier, Kerstin Müller, Andreas K. Maier, Mathias Unberath:
Deformable respiratory motion correction for hepatic rotational angiography. Comput. Medical Imaging Graph. 66: 82-89 (2018)
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  - journals/csur/AntunesSRCGRMEO18
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Rodolfo Stoffel Antunes, Lucas Adams Seewald, Vinicius Facco Rodrigues, Cristiano André da Costa, Luiz Gonzaga Jr., Rodrigo da Rosa Righi, Andreas K. Maier, Björn M. Eskofier, Malte Ollenschläger, Farzad Naderi, Rebecca Fahrig, Sebastian Bauer, Sigrun Klein, Gelson Campanatti:
A Survey of Sensors in Healthcare Workflow Monitoring. ACM Comput. Surv. 51(2): 42:1-42:37 (2018)
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Bastian Bier, Nishant Ravikumar, Mathias Unberath, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier:
Range Imaging for Motion Compensation in C-Arm Cone-Beam CT of Knees under Weight-Bearing Conditions. J. Imaging 4(1): 13 (2018)
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Bernhard Stimpel, Jens Wetzl, Christoph Forman, Michaela Schmidt, Andreas K. Maier, Mathias Unberath:
Automated Curved and Multiplanar Reformation for Screening of the Proximal Coronary Arteries in MR Angiography. J. Imaging 4(11): 124 (2018)
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AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess:
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. IEEE Geosci. Remote. Sens. Lett. 15(6): 942-946 (2018)
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Franziska Schirrmacher, Thomas Köhler, Jürgen Endres, Tobias Lindenberger, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier:
Temporal and volumetric denoising via quantile sparse image prior. Medical Image Anal. 48: 131-146 (2018)
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Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Towards intelligent robust detection of anatomical structures in incomplete volumetric data. Medical Image Anal. 48: 203-213 (2018)
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Peter Fürsattel, Simon Placht, Andreas K. Maier, Christian Riess:
Geometric primitive refinement for structured light cameras. Mach. Vis. Appl. 29(2): 313-327 (2018)
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Peter Fischer, Anthony Faranesh, Thomas Pohl, Andreas K. Maier, Toby Rogers, Kanishka Ratnayaka, Robert Lederman, Joachim Hornegger:
An MR-Based Model for Cardio-Respiratory Motion Compensation of Overlays in X-Ray Fluoroscopy. IEEE Trans. Medical Imaging 37(1): 47-60 (2018)
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Tobias Würfl, Mathis Hoffmann, Vincent Christlein, Katharina Breininger, Yixing Huang, Mathias Unberath, Andreas K. Maier:
Deep Learning Computed Tomography: Learning Projection-Domain Weights From Image Domain in Limited Angle Problems. IEEE Trans. Medical Imaging 37(6): 1454-1463 (2018)
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Mathias Unberath, Oliver Taubmann, André Aichert, Stephan Achenbach, Andreas K. Maier:
Prior-Free Respiratory Motion Estimation in Rotational Angiography. IEEE Trans. Medical Imaging 37(9): 1999-2009 (2018)
[j38]
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Xiaolin Huang, Johan A. K. Suykens, Shuning Wang, Joachim Hornegger, Andreas K. Maier:
Classification With Truncated $\ell _{1}$ Distance Kernel. IEEE Trans. Neural Networks Learn. Syst. 29(5): 2025-2030 (2018)
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Katharina Breininger, Vincent Christlein, Tobias Würfl, Andreas K. Maier:
Deep Learning Fundamentals. Bildverarbeitung für die Medizin 2018: 5
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Lennart Husvogt, A. Yasin Alibhai, Eric Moult, James G. Fujimoto, Nadia Waheed, Andreas K. Maier:
Abstract: First Approaches Towards Automatic Detection of Microaneurysms in OCTA Images. Bildverarbeitung für die Medizin 2018: 11-12
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Katrin Mentl, Rimon Saffoury, Andreas K. Maier:
Abstract: Automatic Malignancy Estimation for Pulmonary Nodules from CT Images. Bildverarbeitung für die Medizin 2018: 13
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Asmaa Khdeir, Tobias Geimer, Shuqing Chen, Eric Goppert, Maximilian Dankbar, Christoph Bert, Andreas K. Maier:
Abstract: Assessment of Segmentation Dependence in Macroscopic Lung Cavity Extraction. Bildverarbeitung für die Medizin 2018: 16
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Lennart Husvogt, Eric Moult, Nadia Waheed, James G. Fujimoto, Andreas K. Maier:
Abstract: Efficient Labeling of Optical Coherence Tomography Angiography Data using Eye Tracking. Bildverarbeitung für die Medizin 2018: 20-21
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Houman Mirzaalian-Dastjerdi, Dominique Töpfer, Michael Bangemann, Andreas K. Maier:
Detecting and Measuring Surface Area of Skin Lesions. Bildverarbeitung für die Medizin 2018: 29-34
[c208]
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Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data. Bildverarbeitung für die Medizin 2018: 39
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Xia Zhong, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Patient Surface Model and Internal Anatomical Landmarks Embedding. Bildverarbeitung für die Medizin 2018: 43-48
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Christoph Luckner, Thomas Mertelmeier, Andreas K. Maier, Ludwig Ritschl:
Towards Full-body X-ray Images. Bildverarbeitung für die Medizin 2018: 86-91
[c205]
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Stefan B. Ploner, Christian Riess, Julia Schottenhamml, Eric M. Moult, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier:
A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography Angiography. Bildverarbeitung für die Medizin 2018: 98-102
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Petra Dorn, Peter Walter Fischer, Holger Mnnich, Philip W. Mewes, Muhammad Asim Khalil, Abhinav Gulhar, Andreas K. Maier:
A Simulation Study and Experimental Verification of Hand-Eye-Calibration using Monocular X-Ray. Bildverarbeitung für die Medizin 2018: 103-108
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Leonid Mill, Bastian Bier, Christopher Syben, Lasse Kling, Anika Klingberg, Silke H. Christiansen, Georg Schett, Andreas K. Maier:
Towards In-Vivo X-Ray Nanoscopy - The Effect of Motion on Image Quality. Bildverarbeitung für die Medizin 2018: 115-120
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Julia Gawellek, Bastian Bier, Garry Gold, Andreas K. Maier:
Fourier-based Reduction of Directed Streak Artifacts in Cone-Beam CT. Bildverarbeitung für die Medizin 2018: 127-132
[c201]
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Siming Bayer, Roman Schaffert, Nishant Ravikumar, Andreas K. Maier, Xiaodong Tong, Hu Wang, Martin Ostermeier, Rebecca Fahrig:
Preliminary Study Investigating Brain Shift Compensation using 3D CBCT Cerebral Vascular Images. Bildverarbeitung für die Medizin 2018: 163-168
[c200]
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Johannes Bopp, Michael Gallersdörfer, Veronika Ludwig, Maria Seifert, Andreas K. Maier, Gisela Anton, Christian Riess:
Phasenkontrast Röntgen mit 2 Phasengittern und medizinisch relevanten Detektoren. Bildverarbeitung für die Medizin 2018: 170-175
[c199]
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Mario Amrehn, Maddalena Strumia, Stefan Steidl, Tim Horz, Markus Kowarschik, Andreas K. Maier:
Ideal Seed Point Location Approximation for GrowCut Interactive Image Segmentation. Bildverarbeitung für die Medizin 2018: 210-215
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Yixing Huang, Yanye Lu, Oliver Taubmann, Guenter Lauritsch, Andreas K. Maier:
Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography. Bildverarbeitung für die Medizin 2018: 222-227
[c197]
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Lara-Maria Steffes, Marc Aubreville, Stefan Sesselmann, Veit Krenn, Andreas K. Maier:
Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slices. Bildverarbeitung für die Medizin 2018: 228-233
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Florian Schiffers, Zekuan Yu, Steve Arguin, Andreas K. Maier, Qiushi Ren:
Synthetic Fundus Fluorescein Angiography using Deep Neural Networks. Bildverarbeitung für die Medizin 2018: 234-238
[c195]
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Maximilian Krappmann, Marc Aubreville, Andreas K. Maier, Christof Bertram, Robert Klopfleisch:
Classification of Mitotic Cells - Potentials Beyond the Limits of Small Data Sets. Bildverarbeitung für die Medizin 2018: 245-250
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Janani G. Nadar, Xia Zhong, Andreas K. Maier:
Markerless Coil Classification and Localization in a Routine MRI Examination Setting using an RGB-D Camera. Bildverarbeitung für die Medizin 2018: 251-256
[c193]
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Sulaiman Vesal, Nishant Ravikumar, Stephan Ellmann, Andreas K. Maier:
Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation. Bildverarbeitung für die Medizin 2018: 257-262
[c192]
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Oleksiy Rybakov, Daniel Stromer, Irina Mischewski, Andreas K. Maier:
Segmentation of Fat and Fascias in Canine Ultrasound Images. Bildverarbeitung für die Medizin 2018: 263-268
[c191]
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Shuqing Chen, Sabrina Dorn, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
Manifold Learning-based Data Sampling for Model Training. Bildverarbeitung für die Medizin 2018: 269-274
[c190]
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Julia Schottenhamml, Eric M. Moult, Eduardo A. Novais, Martin F. Kraus, ByungKun Lee, WooJhon Choi, Stefan B. Ploner, Lennart Husvogt, Chen D. Lu, Patrick Yiu, Philip J. Rosenfeld, Jay S. Duker, Andreas K. Maier, Nadia Waheed, James G. Fujimoto:
Abstract: OCT-OCTA Segmentation - A Novel Framework and an Application to Segment Bruch's Membrane in the Presence of Drusen. Bildverarbeitung für die Medizin 2018: 284
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Marc Aubreville, Christof Bertram, Robert Klopfleisch, Andreas K. Maier:
SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images. Bildverarbeitung für die Medizin 2018: 309-314
[c188]
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Maike P. Stoeve, Marc Aubreville, Nicolai Oetter, Christian Knipfer, Helmut Neumann, Florian Stelzle, Andreas K. Maier:
Motion Artifact Detection in Confocal Laser Endomicroscopy Images. Bildverarbeitung für die Medizin 2018: 328-333
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Weilin Fu, Katharina Breininger, Roman Schaffert, Nishant Ravikumar, Tobias Würfl, Jim Fujimoto, Eric Moult, Andreas K. Maier:
Frangi-Net. Bildverarbeitung für die Medizin 2018: 341-346
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Tobias Geimer, Mathias Unberath, Johannes Höhn, Stephan Achenbach, Andreas K. Maier:
Myocardial Twist from X-ray Angiography - Can we Observe Left Ventricular Twist in Rotational Coronary Angiography? Bildverarbeitung für die Medizin 2018: 365-370
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André Aichert, Katharina Breininger, Thomas Köhler, Andreas K. Maier:
Abstract: Efficient Epipolar Consistency. Bildverarbeitung für die Medizin 2018: 372
[c184]
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Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier:
Abstract: QuaSI - Quantile Sparse Image - A Prior for Spatio-Temporal Denoising of Retinal OCT Data. Bildverarbeitung für die Medizin 2018: 380
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Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier:
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-site Robustness Assessment. BIOIMAGING 2018: 27-34
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Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier:
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract. BIOSTEC (Selected Papers) 2018: 67-85
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Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier, Dorin Comaniciu:
Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CIARP 2018: 757-765
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Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas Maier:
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration. GCPR 2018: 140-152
[c179]
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Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas Maier:
Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion. GCPR 2018: 503-517
[c178]
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Tobias Geimer, Paul J. Keall, Katharina Breininger, Vincent Caillet, Michelle Dunbar, Christoph Bert, Andreas Maier:
Decoupling Respiratory and Angular Variation in Rotational X-ray Scans Using a Prior Bilinear Model. GCPR 2018: 583-594
[c177]
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Daniel Stromer, Vincent Christlein, Andreas K. Maier, Patrick Zippert, Eric Helmecke, Tino Hausotte, Xiaolin Huang:
Non-destructive Digitization of Soiled Historical Chinese Bamboo Scrolls. DAS 2018: 55-60
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Vincent Christlein, Andreas K. Maier:
Encoding CNN Activations for Writer Recognition. DAS 2018: 169-174
[c175]
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Sulaiman Vesal, Nishant Ravikumar, AmirAbbas Davari, Stephan Ellmann, Andreas K. Maier:
Classification of Breast Cancer Histology Images Using Transfer Learning. ICIAR 2018: 812-819
[c174]
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Aline Sindel, Katharina Breininger, Johannes Käßer, Andreas Hess, Andreas K. Maier, Thomas Köhler:
Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests. ICIP 2018: 1453-1457
[c173]
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Marco Bögel, Sonja Gehrisch, Thomas Redel, Christopher Rohkohl, Annette Birkhold, Philip Hoelter, Arnd Doerfler, Andreas K. Maier, Markus Kowarschik:
Robust Blood Flow Velocity Estimation from 3D Rotational Angiography. ICIP 2018: 3353-3357
[c172]
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AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess:
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings. ICIP 2018: 3683-3687
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Andreas K. Maier, Frank Schebesch, Christopher Syben, Tobias Würfl, Stefan Steidl, Jang Hwan Choi, Rebecca Fahrig:
Precision Learning: Towards Use of Known Operators in Neural Networks. ICPR 2018: 183-188
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Tanja Kurzendorfer, Katharina Breininger, Stefan Steidl, Alexander Brost, Christoph Forman, Andreas K. Maier:
Myocardial Scar Segmentation in LGE-MRI using Fractal Analysis and Random Forest Classification. ICPR 2018: 3168-3173
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AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess:
Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification. IGARSS 2018: 6159-6162
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Vincent Christlein, Anguelos Nicolaou, Thorsten Schlauwitz, Sabrina Späth, Klaus Herbers, Andreas K. Maier:
Handwritten Text Recognition Error Rate Reduction in Historical Documents using Naive Transcribers. INF-DH 2018
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Marc Aubreville, Kai Ehrensperger, Andreas K. Maier, Tobias Rosenkranz, Benjamin Graf, Henning Puder:
Deep Denoising for Hearing Aid Applications. IWAENC 2018: 361-365
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Frank Schebesch, Magdalena Herbst, Thomas Mertelmeier, Andreas K. Maier, Ludwig Ritschl:
A hybrid approach for virtual clinical trials for mammographic imaging. IWBI 2018: 107180Z
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Christoph Luckner, Frank Schebesch, Thomas Mertelmeier, Andreas Fieselmann, Andreas K. Maier, Ludwig Ritschl:
Towards an analytic model describing the effect of scan angle and slice thickness on the in-plane spatial resolution of calcifications in digital breast tomosynthesis. IWBI 2018: 107181R
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Katharina Breininger, Tobias Würfl, Tanja Kurzendorfer, Shadi Albarqouni, Marcus Pfister, Markus Kowarschik, Nassir Navab, Andreas K. Maier:
Multiple Device Segmentation for Fluoroscopic Imaging Using Multi-task Learning. CVII-STENT/LABELS@MICCAI 2018: 19-27
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Bastian Bier, Mathias Unberath, Jan-Nico Zaech, Javad Fotouhi, Mehran Armand, Greg Osgood, Nassir Navab, Andreas K. Maier:
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery. MICCAI (4) 2018: 55-63
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Bastian Bier, Katharina Aschoff, Christopher Syben, Mathias Unberath, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier:
Detecting Anatomical Landmarks for Motion Estimation in Weight-Bearing Imaging of Knees. MLMIR@MICCAI 2018: 83-90
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Siming Bayer, Nishant Ravikumar, Maddalena Strumia, Xiaoguang Tong, Ying Gao, Martin Ostermeier, Rebecca Fahrig, Andreas K. Maier:
Intraoperative Brain Shift Compensation Using a Hybrid Mixture Model. MICCAI (4) 2018: 116-124
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Felix Horger, Tobias Würfl, Vincent Christlein, Andreas K. Maier:
Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions. MLMIR@MICCAI 2018: 129-137
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Xia Zhong, Siming Bayer, Nishant Ravikumar, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Resolve Intraoperative Brain Shift as Imitation Game. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 129-137
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Lina Felsner, Martin Berger, Sebastian Kaeppler, Johannes Bopp, Veronika Ludwig, Thomas Weber, Georg Pelzer, Thilo Michel, Andreas K. Maier, Gisela Anton, Christian Riess:
Phase-Sensitive Region-of-Interest Computed Tomography. MICCAI (1) 2018: 137-144
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Yixing Huang, Tobias Würfl, Katharina Breininger, Ling Liu, Günter Lauritsch, Andreas K. Maier:
Some Investigations on Robustness of Deep Learning in Limited Angle Tomography. MICCAI (1) 2018: 145-153
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Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier:
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. MICCAI (1) 2018: 232-240
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Sulaiman Vesal, Shreyas Malakarjun Patil, Nishant Ravikumar, Andreas K. Maier:
A Multi-task Framework for Skin Lesion Detection and Segmentation. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 285-293
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Jonas Hajek, Mathias Unberath, Javad Fotouhi, Bastian Bier, Sing Chun Lee, Greg Osgood, Andreas K. Maier, Mehran Armand, Nassir Navab:
Closing the Calibration Loop: An Inside-Out-Tracking Paradigm for Augmented Reality in Orthopedic Surgery. MICCAI (4) 2018: 299-306
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Sulaiman Vesal, Nishant Ravikumar, Andreas Maier:
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI. STACOM@MICCAI 2018: 319-328
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Alexander Preuhs, Andreas K. Maier, Michael Manhart, Javad Fotouhi, Nassir Navab, Mathias Unberath:
Double Your Views - Exploiting Symmetry in Transmission Imaging. MICCAI (1) 2018: 356-364
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Katharina Eigen, Michael Wels, Daniel Sebastian Dohle, Michael Sühling, Andreas K. Maier:
Geometric modeling of the aortic inner and outer vessel wall from CTA for aortic dissection analysis. Medical Imaging: Image-Guided Procedures 2018: 105761X
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Anguelos Nicolaou, Sounak Dey, Vincent Christlein, Andreas K. Maier, Dimosthenis Karatzas:
Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings. RRPR 2018: 71-82
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Andreas K. Maier:
Introduction. Medical Imaging Systems 2018: 7-12
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Peter Fischer, Klaus Sembritzki, Andreas K. Maier:
System Theory. Medical Imaging Systems 2018: 13-36
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Sven Haase, Andreas K. Maier:
Endoscopy. Medical Imaging Systems 2018: 57-68
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Firas Mualla, Marc Aubreville, Andreas K. Maier:
Microscopy. Medical Imaging Systems 2018: 69-90
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Martin Berger, Qiao Yang, Andreas K. Maier:
X-ray Imaging. Medical Imaging Systems 2018: 119-145
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Oliver Taubmann, Martin Berger, Marco Bögel, Yan Xia, Michael Balda, Andreas K. Maier:
Computed Tomography. Medical Imaging Systems 2018: 147-189
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Lennart Husvogt, Stefan B. Ploner, Andreas K. Maier:
Optical Coherence Tomography. Medical Imaging Systems 2018: 251-261
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Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen. Informatik Aktuell, Springer Vieweg 2018, ISBN 978-3-662-56536-0 [contents]
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Florian Knoll, Andreas K. Maier, Daniel Rueckert:
Machine Learning for Medical Image Reconstruction - First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Lecture Notes in Computer Science 11074, Springer 2018, ISBN 978-3-030-00128-5 [contents]
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Andreas K. Maier, Stefan Steidl, Vincent Christlein, Joachim Hornegger:
Medical Imaging Systems - An Introductory Guide. Lecture Notes in Computer Science 11111, Springer 2018, ISBN 978-3-319-96519-2 [contents]
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Felix Horger, Tobias Würfl, Vincent Christlein, Andreas K. Maier:
Deep Learning for Sampling from Arbitrary Probability Distributions. CoRR abs/1801.04211 (2018)
[i54]
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AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess:
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings. CoRR abs/1801.09472 (2018)
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Marc Aubreville, Christof Bertram, Robert Klopfleisch, Andreas K. Maier:
SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images. CoRR abs/1802.02347 (2018)
[i52]
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Franziska Schirrmacher, Thomas Köhler, Tobias Lindenberger, Lennart Husvogt, Jürgen Endres, James G. Fujimoto, Joachim Hornegger, Arnd Dörfler, Philip Hoelter, Andreas K. Maier:
Temporal and Volumetric Denoising via Quantile Sparse Image (QuaSI) Prior in Optical Coherence Tomography and Beyond. CoRR abs/1802.03943 (2018)
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Aline Sindel, Katharina Breininger, Johannes Käßer, Andreas Hess, Andreas K. Maier, Thomas Köhler:
Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution Forests. CoRR abs/1802.05518 (2018)
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Sulaiman Vesal, Nishant Ravikumar, Stephan Ellmann, Andreas K. Maier:
Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation. CoRR abs/1802.08655 (2018)
[i49]
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Sulaiman Vesal, Nishant Ravikumar, AmirAbbas Davari, Stephan Ellmann, Andreas K. Maier:
Classification of breast cancer histology images using transfer learning. CoRR abs/1802.09424 (2018)
[i48]
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  - journals/corr/abs-1803-08608
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Bastian Bier, Mathias Unberath, Jan-Nico Zaech, Javad Fotouhi, Mehran Armand, Greg Osgood, Nassir Navab, Andreas K. Maier:
X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery. CoRR abs/1803.08608 (2018)
[i47]
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Jonas Hajek, Mathias Unberath, Javad Fotouhi, Bastian Bier, Sing Chun Lee, Greg Osgood, Andreas K. Maier, Mehran Armand, Nassir Navab:
Closing the Calibration Loop: An Inside-out-tracking Paradigm for Augmented Reality in Orthopedic Surgery. CoRR abs/1803.08610 (2018)
[i46]
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Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Katrin Mentl, Jonathan Lommen, Arnd Dörfler, Andreas K. Maier:
Projection image-to-image translation in hybrid X-ray/MR imaging. CoRR abs/1804.03955 (2018)
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Tobias Geimer, Paul J. Keall, Katharina Breininger, Vincent Caillet, Michelle Dunbar, Christoph Bert, Andreas K. Maier:
Decoupling Respiratory and Angular Variation in Rotational X-ray Scans Using a Prior Bilinear Model. CoRR abs/1804.11227 (2018)
[i44]
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Marc Aubreville, Kai Ehrensperger, Tobias Rosenkranz, Benjamin Graf, Henning Puder, Andreas K. Maier:
Deep Denoising for Hearing Aid Applications. CoRR abs/1805.01198 (2018)
[i43]
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  - journals/corr/abs-1806-05724
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Xia Zhong, Mario Amrehn, Nishant Ravikumar, Shuqing Chen, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Action Learning for 3D Point Cloud Based Organ Segmentation. CoRR abs/1806.05724 (2018)
[i42]
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Sergiu Deitsch, Claudia Buerhop-Lutz, Andreas K. Maier, Florian Gallwitz, Christian Riess:
Segmentation of Photovoltaic Module Cells in Electroluminescence Images. CoRR abs/1806.06530 (2018)
[i41]
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Anguelos Nicolaou, Sounak Dey, Vincent Christlein, Andreas K. Maier, Dimosthenis Karatzas:
Non-deterministic Behavior of Ranking-based Metrics when Evaluating Embeddings. CoRR abs/1806.07171 (2018)
[i40]
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Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier:
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration. CoRR abs/1806.07812 (2018)
[i39]
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  - journals/corr/abs-1806-08814
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Mathias Unberath, Javad Fotouhi, Jonas Hajek, Andreas K. Maier, Greg Osgood, Russell H. Taylor, Mehran Armand, Nassir Navab:
Augmented Reality-based Feedback for Technician-in-the-loop C-arm Repositioning. CoRR abs/1806.08814 (2018)
[i38]
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  - journals/corr/abs-1806-09522
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Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier:
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation. CoRR abs/1806.09522 (2018)
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Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier:
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. CoRR abs/1806.11216 (2018)
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Sergiu Deitsch, Vincent Christlein, Stephan Berger, Claudia Buerhop-Lutz, Andreas K. Maier, Florian Gallwitz, Christian Riess:
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images. CoRR abs/1807.02894 (2018)
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Christopher Syben, Bernhard Stimpel, Jonathan Lommen, Tobias Würfl, Arnd Dörfler, Andreas K. Maier:
Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. CoRR abs/1807.03057 (2018)
[i34]
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Shahab Zarei, Bernhard Stimpel, Christopher Syben, Andreas K. Maier:
User Loss - A Forced-Choice-Inspired Approach to Train Neural Networks directly by User Interaction. CoRR abs/1807.09303 (2018)
[i33]
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Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier:
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI. CoRR abs/1808.01673 (2018)
[i32]
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Sulaiman Vesal, Shreyas Malakarjun Patil, Nishant Ravikumar, Andreas K. Maier:
A Multi-task Framework for Skin Lesion Detection and Segmentation. CoRR abs/1808.01676 (2018)
[i31]
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Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas K. Maier, Christian Riess:
Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data. CoRR abs/1809.06420 (2018)
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Marc Aubreville, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier:
Augmented Mitotic Cell Count using Field Of Interest Proposal. CoRR abs/1810.00850 (2018)
[i29]
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Andreas K. Maier, Christopher Syben, Tobias Lasser, Christian Riess:
A Gentle Introduction to Deep Learning in Medical Image Processing. CoRR abs/1810.05401 (2018)
[i28]
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Marc Aubreville, Christof A. Bertram, Robert Klopfleisch, Andreas K. Maier:
Field Of Interest Proposal for Augmented Mitotic Cell Count: Comparison of two Convolutional Networks. CoRR abs/1810.09197 (2018)
[i27]
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Shiyang Hu, Lina Felsner, Andreas K. Maier, Veronika Ludwig, Gisela Anton, Christian Riess:
A 3-D Projection Model for X-ray Dark-field Imaging. CoRR abs/1811.04457 (2018)
[i26]
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Mario Amrehn, Firas Mualla, Elli Angelopoulou, Stefan Steidl, Andreas K. Maier:
Balanced Random Forest Classifier in WEKA. CoRR abs/1812.08102 (2018)
2017
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Sébastien Ourselin, Mert R. Sabuncu, William M. Wells III, Leo Joskowicz, Gözde B. Ünal, Andreas K. Maier:
Guest editorial of the IJCARS MICCAI 2016 special issue. Int. J. Comput. Assist. Radiol. Surg. 12(8): 1243-1244 (2017)
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Tanja Kurzendorfer, Christoph Forman, Michaela Schmidt, Christoph Tillmanns, Andreas K. Maier, Alexander Brost:
Fully automatic segmentation of left ventricular anatomy in 3-D LGE-MRI. Comput. Medical Imaging Graph. 59: 13-27 (2017)
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Yan Xia, Martin Berger, Sebastian Bauer, Shiyang Hu, André Aichert, Andreas K. Maier:
An Improved Extrapolation Scheme for Truncated CT Data Using 2D Fourier-Based Helgason-Ludwig Consistency Conditions. Int. J. Biomed. Imaging 2017: 1867025:1-1867025:14 (2017)
[j34]
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Siming Bayer, Andreas K. Maier, Martin Ostermeier, Rebecca Fahrig:
Intraoperative Imaging Modalities and Compensation for Brain Shift in Tumor Resection Surgery. Int. J. Biomed. Imaging 2017: 6028645:1-6028645:18 (2017)
[j33]
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Peter Fürsattel, Claus Plank, Andreas K. Maier, Christian Riess:
Accurate laser scanner to camera calibration with application to range sensor evaluation. IPSJ Trans. Comput. Vis. Appl. 9: 21 (2017)
[j32]
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Jennifer Maier, Marianne S. Black, Serena Bonaretti, Bastian Bier, Bjoern M. Eskofier, Jang Hwan Choi, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier:
Comparison of Different Approaches for Measuring Tibial Cartilage Thickness. J. Integr. Bioinform. 14(2) (2017)
[j31]
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Tanja Kurzendorfer, Peter Fischer, Negar Mirshahzadeh, Thomas Pohl, Alexander Brost, Stefan Steidl, Andreas K. Maier:
Rapid Interactive and Intuitive Segmentation of 3D Medical Images Using Radial Basis Function Interpolation. J. Imaging 3(4): 56 (2017)
[j30]
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Sébastien Ourselin, Mert R. Sabuncu, William M. Wells III, Leo Joskowicz, Gözde B. Ünal, Andreas K. Maier:
The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016). Medical Image Anal. 41: 1 (2017)
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Vincent Christlein, David Bernecker, Florian Hönig, Andreas K. Maier, Elli Angelopoulou:
Writer Identification Using GMM Supervectors and Exemplar-SVMs. Pattern Recognit. 63: 258-267 (2017)
[j28]
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Peter Fischer, Thomas Pohl, Anthony Faranesh, Andreas K. Maier, Joachim Hornegger:
Unsupervised Learning for Robust Respiratory Signal Estimation From X-Ray Fluoroscopy. IEEE Trans. Medical Imaging 36(4): 865-877 (2017)
[j27]
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Jian Wang, Roman Schaffert, Anja Borsdorf, Benno Heigl, Xiaolin Huang, Joachim Hornegger, Andreas K. Maier:
Dynamic 2-D/3-D Rigid Registration Framework Using Point-To-Plane Correspondence Model. IEEE Trans. Medical Imaging 36(9): 1939-1954 (2017)
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Vincent Christlein, Florin C. Ghesu, Tobias Würfl, Andreas K. Maier, Fabian Isensee, Peter Neher, Klaus H. Maier-Hein:
Tutorial: Deep Learning Advancing the State-of-the-Art in Medical Image Analysis. Bildverarbeitung für die Medizin 2017: 6-7
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Tanja Kurzendorfer, Alexander Brost, Christoph Forman, Michaela Schmidt, Christoph Tillmanns, Andreas K. Maier:
Fully Automatic Segmentation of Papillary Muscles in 3D LGE-MRI. Bildverarbeitung für die Medizin 2017: 11-16
[c147]
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Xiaolin Huang, Yan Xia, Yixing Huang, Joachim Hornegger, Andreas K. Maier:
Overexposure Correction by Mixed One-Bit Compressive Sensing for C-Arm CT. Bildverarbeitung für die Medizin 2017: 50-55
[c146]
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Christopher Syben, Bastian Bier, Martin Berger, André Aichert, Rebecca Fahrig, Garry Gold, Marc E. Levenston, Andreas K. Maier:
Self-Calibration and Simultaneous Motion Estimation for C-Arm CT Using Fiducial. Bildverarbeitung für die Medizin 2017: 56-61
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Ehsan Mehmood, Peter Fischer, Thomas Pohl, Tim Horz, Andreas K. Maier:
Layered X-Ray Motion Estimation Using Primal-Dual Optimization. Bildverarbeitung für die Medizin 2017: 74-79
[c144]
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Kerstin Hammernik, Tobias Würfl, Thomas Pock, Andreas K. Maier:
A Deep Learning Architecture for Limited-Angle Computed Tomography Reconstruction. Bildverarbeitung für die Medizin 2017: 92-97
[c143]
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Andreas K. Maier, Susanne Westphal, Tobias Geimer, Peter G. Maxim, Gregory King, Emil Schueler, Rebecca Fahrig, Billy W. Loo:
Fast Pose Verification for High-Speed Radiation Therapy. Bildverarbeitung für die Medizin 2017: 104-109
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Mathias Unberath, Martin Berger, André Aichert, Andreas K. Maier:
Fourier Consistency-Based Motion Estimation in Rotational Angiography. Bildverarbeitung für die Medizin 2017: 110-115
[c141]
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Franziska Schirrmacher, Oliver Taubmann, Mathias Unberath, Andreas K. Maier:
Towards Understanding Preservation of Periodic Object Motion in Computed Tomography. Bildverarbeitung für die Medizin 2017: 116-121
[c140]
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Tobias Geimer, Adriana Birlutiu, Mathias Unberath, Oliver Taubmann, Christoph Bert, Andreas K. Maier:
A Kernel Ridge Regression Model for Respiratory Motion Estimation in Radiotherapy. Bildverarbeitung für die Medizin 2017: 155-160
[c139]
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Sabrina Reiml, Tanja Kurzendorfer, Daniel Toth, Peter Mountney, Maria Panayiotou, Jonathan M. Behar, C. Aldo Rinaldi, Kawal S. Rhode, Andreas K. Maier, Alexander Brost:
Automatic Layer Generation for Scar Transmurality Visualization. Bildverarbeitung für die Medizin 2017: 167-172
[c138]
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Matthias Utzschneider, Jian Wang, Roman Schaffert, Anja Borsdorf, Andreas K. Maier:
Real-Time-Capable GPU-Framework for Depth-Aware Rigid 2D/3D Registration. Bildverarbeitung für die Medizin 2017: 185-190
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Bastian Bier, André Aichert, Lina Felsner, Mathias Unberath, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier:
Epipolar Consistency Conditions for Motion Correction in Weight-Bearing Imaging. Bildverarbeitung für die Medizin 2017: 209-214
[c136]
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Shuqing Chen, Jürgen Endres, Sabrina Dorn, Joscha Maier, Michael Lell, Marc Kachelrieß, Andreas K. Maier:
A Feasibility Study of Automatic Multi-Organ Segmentation Using Probabilistic Atlas. Bildverarbeitung für die Medizin 2017: 218-223
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Suneeza Hanif, Frank Schebesch, Anna K. Jerebko, Ludwig Ritschl, Thomas Mertelmeier, Andreas K. Maier:
Lesion Ground Truth Estimation for a Physical Breast Phantom. Bildverarbeitung für die Medizin 2017: 243-248
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Xia Zhong, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier:
Comparison of Default Patient Surface Model Estimation Methods. Bildverarbeitung für die Medizin 2017: 281-286
[c133]
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  - conf/bildmed/VoJBNM17
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Kim Vo, Christian Jaremenko, Christopher Bohr, Helmut Neumann, Andreas K. Maier:
Automatic Classification and Pathological Staging of Confocal Laser Endomicroscopic Images of the Vocal Cords. Bildverarbeitung für die Medizin 2017: 312-317
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Jürgen Endres, Christopher Rohkohl, Kevin Royalty, Sebastian Schafer, Andreas K. Maier, Arnd Dörfler, Markus Kowarschik:
Brain Parenchyma and Vessel Separation in 3D Digital Subtraction Angiography Images. Bildverarbeitung für die Medizin 2017: 319-324
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AmirAbbas Davari, Vincent Christlein, Sulaiman Vesal, Andreas K. Maier, Christian Riess:
GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification. CAIP (2) 2017: 296-306
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  - conf/cores/KuhnertLM17
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Nadine Kuhnert, Oliver Lindenmayr, Andreas K. Maier:
Classification of Body Regions Based on MRI Log Files. CORES 2017: 102-109
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Tanja Kurzendorfer, Christoph Forman, Alexander Brost, Andreas K. Maier:
Random Forest Based Left Ventricle Segmentation in LGE-MRI. FIMH 2017: 152-160
[c128]
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Elisabeth Hoppe, Gregor Körzdörfer, Tobias Würfl, Jens Wetzl, Felix Lugauer, Josef Pfeuffer, Andreas K. Maier:
Deep Learning for Magnetic Resonance Fingerprinting: A New Approach for Predicting Quantitative Parameter Values from Time Series. GMDS 2017: 202-206
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Daniel Stromer, Vincent Christlein, Tobias Schoen, Wolfgang Holub, Andreas K. Maier:
Browsing through Closed Books: Fully Automatic Book Page Extraction from a 3-D X-Ray CT Volume. ICDAR 2017: 224-229
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Vincent Christlein, Martin Gropp, Stefan Fiel, Andreas K. Maier:
Unsupervised Feature Learning for Writer Identification and Writer Retrieval. ICDAR 2017: 991-997
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Oliver Taubmann, Mathias Unberath, Günter Lauritsch, Stephan Achenbach, Andreas K. Maier:
Spatio-temporally regularized 4-D cardiovascular C-arm CT reconstruction using a proximal algorithm. ISBI 2017: 52-55
[c124]
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Mathias Unberath, Oliver Taubmann, Bastian Bier, Tobias Geimer, Michaela M. Hell, Stephan Achenbach, Andreas K. Maier:
Respiratory motion compensation in rotational angiography: Graphical model-based optimization of auto-focus measures. ISBI 2017: 227-230
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Christopher Syben, Bastian Bier, Martin Berger, André Aichert, Rebecca Fahrig, Garry Gold, Marc E. Levenston, Andreas K. Maier:
JOINT calibration and motion estimation in weight-bearing cone-beam CT of the knee joint using fiducial markers. ISBI 2017: 494-497
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Johannes Bopp, Peter Bartl, Ludwig Ritschl, Marcus Radicke, Andreas K. Maier, Gisela Anton, Christian Riess:
Towards cartilage diagnosis in X-ray phase-contrast interferometry. ISBI 2017: 573-577
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Tanja Kurzendorfer, Alexander Brost, Christoph Forman, Andreas K. Maier:
Automated left ventricle segmentation in 2-D LGE-MRI. ISBI 2017: 831-834
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Tobias Geimer, Mathias Unberath, Adriana Birlutiu, Oliver Taubmann, J. Wolfelschneider, Christoph Bert, Andreas K. Maier:
A kernel-based framework for intra-fractional respiratory motion estimation in radiation therapy. ISBI 2017: 1036-1039
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Shiyang Hu, F. Yang, Michele Griffa, Rolf Kaufmann, Gisela Anton, Andreas K. Maier, Christian Riess:
Towards quantification of kidney stones using X-ray dark-field tomography. ISBI 2017: 1112-1115
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Felix Durlak, Michael Wels, Chris Schwemmer, Michael Sühling, Stefan Steidl, Andreas K. Maier:
Growing a Random Forest with Fuzzy Spatial Features for Fully Automatic Artery-Specific Coronary Calcium Scoring. MLMI@MICCAI 2017: 27-35
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Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier:
QuaSI: Quantile Sparse Image Prior for Spatio-Temporal Denoising of Retinal OCT Data. MICCAI (2) 2017: 83-91
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Serkan Çimen, Mathias Unberath, Alejandro F. Frangi, Andreas K. Maier:
CoronARe: A Coronary Artery Reconstruction Challenge. CMMI/RAMBO/SWITCH@MICCAI 2017: 96-104
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Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT Data. MICCAI (1) 2017: 194-202
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Julian Krebs, Tommaso Mansi, Hervé Delingette, Li Zhang, Florin C. Ghesu, Shun Miao, Andreas K. Maier, Nicholas Ayache, Rui Liao, Ali Kamen:
Robust Non-rigid Registration Through Agent-Based Action Learning. MICCAI (1) 2017: 344-352
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Bastian Bier, Mathias Unberath, Tobias Geimer, Jennifer Maier, Garry Gold, Marc E. Levenston, Rebecca Fahrig, Andreas K. Maier:
Motion Compensation Using Range Imaging in C-Arm Cone-Beam CT. MIUA 2017: 561-570
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Negar Mirshahzadeh, Tanja Kurzendorfer, Peter Fischer, Thomas Pohl, Alexander Brost, Stefan Steidl, Andreas K. Maier:
Radial Basis Function Interpolation for Rapid Interactive Segmentation of 3-D Medical Images. MIUA 2017: 651-660
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Katrin Mentl, Boris Mailhé, Florin C. Ghesu, Frank Schebesch, Tino Haderlein, Andreas K. Maier, Mariappan S. Nadar:
Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder. MLSP 2017: 1-6
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Christian Jaremenko, Xiaolin Huang, Emanuela Affronti, Marion Merklein, Andreas K. Maier:
Sheet metal forming limits as classification problem. MVA 2017: 113-116
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Andreas K. Maier, Dalia Rodríguez-Salas:
Fast and robust selection of highly-correlated features in regression problems. MVA 2017: 482-485
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Lorenzo Servadei, Rainer Schmidt, Christina Eidelloth, Andreas Maier:
Medical Monkeys: A Crowdsourcing Approach to Medical Big Data. OTM Workshops 2017: 87-97
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Marc Aubreville, Maximilian Krappmann, Christof Bertram, Robert Klopfleisch, Andreas K. Maier:
A Guided Spatial Transformer Network for Histology Cell Differentiation. VCBM 2017: 21-25
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Patrick Löber, Bernhard Stimpel, Christopher Syben, Andreas K. Maier, Hendrik Ditt, Peter Schramm, Boy Raczkowski, André Kemmling:
Automatic Thrombus Detection in Non-enhanced Computed Tomography Images in Patients With Acute Ischemic Stroke. VCBM 2017: 125-129
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Mario Amrehn, Sven Gaube, Mathias Unberath, Frank Schebesch, Tim Horz, Maddalena Strumia, Stefan Steidl, Markus Kowarschik, Andreas K. Maier:
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model. VCBM 2017: 143-147
[i25]
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Xiaolin Huang, Yan Xia, Lei Shi, Yixing Huang, Ming Yan, Joachim Hornegger, Andreas K. Maier:
Mixed one-bit compressive sensing with applications to overexposure correction for CT reconstruction. CoRR abs/1701.00694 (2017)
[i24]
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Marc Aubreville, Christian Knipfer, Nicolai Oetter, Christian Jaremenko, Erik Rodner, Joachim Denzler, Christopher Bohr, Helmut Neumann, Florian Stelzle, Andreas K. Maier:
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning. CoRR abs/1703.01622 (2017)
[i23]
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Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier:
QuaSI: Quantile Sparse Image Prior for Spatio-Temporal Denoising of Retinal OCT Data. CoRR abs/1703.02942 (2017)
[i22]
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Vincent Christlein, Martin Gropp, Stefan Fiel, Andreas K. Maier:
Unsupervised Feature Learning for Writer Identification and Writer Retrieval. CoRR abs/1705.09369 (2017)
[i21]
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Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier:
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-Site Robustness Assessment. CoRR abs/1707.08149 (2017)
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Marc Aubreville, Maximilian Krappmann, Christof Bertram, Robert Klopfleisch, Andreas K. Maier:
A Guided Spatial Transformer Network for Histology Cell Differentiation. CoRR abs/1707.08525 (2017)
[i19]
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  - journals/corr/abs-1708-09706
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Gerd Häusler, Aleksandra Milczarek, Markus Schreiter, Thomas Kästner, Florian Willomitzer, Andreas K. Maier, Florian Schiffers, Stefan Steidl, Temitope Paul Onanuga, Mathias Unberath, Florian Dötzer, Maike Stöve, Jonas Hajek, Christian Heidorn, Felix Häußler, Tobias Geimer, Johannes Wendel:
Seminar Innovation Management - Winter Term 2017. CoRR abs/1708.09706 (2017)
[i18]
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Mario Amrehn, Sven Gaube, Mathias Unberath, Frank Schebesch, Tim Horz, Maddalena Strumia, Stefan Steidl, Markus Kowarschik, Andreas K. Maier:
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model. CoRR abs/1709.03450 (2017)
[i17]
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Thomas Köhler, Michel Bätz, Farzad Naderi, André Kaup, Andreas K. Maier, Christian Riess:
Benchmarking Super-Resolution Algorithms on Real Data. CoRR abs/1709.04881 (2017)
[i16]
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  - journals/corr/abs-1710-05379
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Shuqing Chen, Holger Roth, Sabrina Dorn, Matthias May, Alexander Cavallaro, Michael M. Lell, Marc Kachelrieß, Hirohisa Oda, Kensaku Mori, Andreas K. Maier:
Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network. CoRR abs/1710.05379 (2017)
[i15]
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Christopher Syben, Bernhard Stimpel, Katharina Breininger, Tobias Würfl, Rebecca Fahrig, Arnd Dörfler, Andreas K. Maier:
A Deep Learning Approach for Reconstruction Filter Kernel Discretization. CoRR abs/1710.06287 (2017)
[i14]
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Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas K. Maier:
MR to X-Ray Projection Image Synthesis. CoRR abs/1710.07498 (2017)
[i13]
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  - journals/corr/abs-1711-01117
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Maike P. Stoeve, Marc Aubreville, Nicolai Oetter, Christian Knipfer, Helmut Neumann, Florian Stelzle, Andreas K. Maier:
Motion Artifact Detection in Confocal Laser Endomicroscopy Images. CoRR abs/1711.01117 (2017)
[i12]
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  - journals/corr/abs-1711-03345
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Weilin Fu, Katharina Breininger, Tobias Würfl, Nishant Ravikumar, Roman Schaffert, Andreas K. Maier:
Frangi-Net: A Neural Network Approach to Vessel Segmentation. CoRR abs/1711.03345 (2017)
[i11]
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Mario Amrehn, Stefan Steidl, Markus Kowarschik, Andreas K. Maier:
Robust Seed Mask Generation for Interactive Image Segmentation. CoRR abs/1711.07419 (2017)
[i10]
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  - journals/corr/abs-1712-00374
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Andreas K. Maier, Frank Schebesch, Christopher Syben, Tobias Würfl, Stefan Steidl, Jang Hwan Choi, Rebecca Fahrig:
Precision Learning: Towards Use of Known Operators in Neural Networks. CoRR abs/1712.00374 (2017)
[i9]
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AmirAbbas Davari, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Sketch Layer Separation in Multi-Spectral Historical Document Images. CoRR abs/1712.03596 (2017)
[i8]
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AmirAbbas Davari, Tobias Lindenberger, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess:
Image Registration for the Alignment of Digitized Historical Documents. CoRR abs/1712.04482 (2017)
[i7]
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AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess:
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data. CoRR abs/1712.04778 (2017)
[i6]
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Sulaiman Vesal, Andres Diaz-Pinto, Nishant Ravikumar, Stephan Ellmann, AmirAbbas Davari, Andreas K. Maier:
Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation. CoRR abs/1712.05200 (2017)
[i5]
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Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Guenter Lauritsch, Andreas K. Maier:
Scale-Space Anisotropic Total Variation for Limited Angle Tomography. CoRR abs/1712.06930 (2017)
[i4]
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Vincent Christlein, Andreas K. Maier:
Encoding CNN Activations for Writer Recognition. CoRR abs/1712.07923 (2017)
2016
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Marco Bögel, Sonja Gehrisch, Thomas Redel, Christopher Rohkohl, Philip Hoelter, Arnd Doerfler, Andreas K. Maier, Markus Kowarschik:
Patient-individualized boundary conditions for CFD simulations using time-resolved 3D angiography. Int. J. Comput. Assist. Radiol. Surg. 11(6): 1061-1069 (2016)
[j25]
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Johannes Rausch, Andreas K. Maier, Rebecca Fahrig, Jang Hwan Choi, Waldo Hinshaw, Frank Schebesch, Sven Haase, Jakob Wasza, Joachim Hornegger, Christian Riess:
Kinect-Based Correction of Overexposure Artifacts in Knee Imaging with C-Arm CT Systems. Int. J. Biomed. Imaging 2016: 2502486:1-2502486:15 (2016)
[j24]
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Matthias Hoffmann, Christopher Kowalewski, Andreas K. Maier, Klaus Kurzidim, Norbert Strobel, Joachim Hornegger:
Contrast-Based 3D/2D Registration of the Left Atrium: Fast versus Consistent. Int. J. Biomed. Imaging 2016: 7690391:1-7690391:15 (2016)
[j23]
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Johannes Jordan, Elli Angelopoulou, Andreas K. Maier:
A Novel Framework for Interactive Visualization and Analysis of Hyperspectral Image Data. J. Electr. Comput. Eng. 2016: 2635124:1-2635124:17 (2016)
[j22]
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Nassir Navab, Alejandro F. Frangi, William M. Wells III, Andreas K. Maier:
Editorial for the Special Issue on MICCAI 2015. Medical Image Anal. 34: 1-2 (2016)
[j21]
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  - journals/tbe/WaszaFLOBMH16
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Jakob Wasza, Peter Fischer, Heike Leutheuser, Tobias Oefner, Christoph Bert, Andreas K. Maier, Joachim Hornegger:
Real-Time Respiratory Motion Analysis Using 4-D Shape Priors. IEEE Trans. Biomed. Eng. 63(3): 485-495 (2016)
[j20]
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Peter Fürsattel, Simon Placht, Michael Balda, Christian Schaller, Hannes G. Hofmann, Andreas K. Maier, Christian Riess:
A Comparative Error Analysis of Current Time-of-Flight Sensors. IEEE Trans. Computational Imaging 2(1): 27-41 (2016)
[j19]
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Thomas Köhler, Xiaolin Huang, Frank Schebesch, André Aichert, Andreas K. Maier, Joachim Hornegger:
Robust Multiframe Super-Resolution Employing Iteratively Re-Weighted Minimization. IEEE Trans. Computational Imaging 2(1): 42-58 (2016)
[j18]
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Matthias Hoffmann, Alexander Brost, Martin Koch, Felix Bourier, Andreas K. Maier, Klaus Kurzidim, Norbert Strobel, Joachim Hornegger:
Electrophysiology Catheter Detection and Reconstruction From Two Views in Fluoroscopic Images. IEEE Trans. Medical Imaging 35(2): 567-579 (2016)
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Tanja Kurzendorfer, Philip W. Mewes, Andreas K. Maier, Norbert Strobel, Alexander Brost:
Cryo-Balloon Catheter Localization Based on a Support-Vector-Machine Approach. IEEE Trans. Medical Imaging 35(8): 1892-1902 (2016)
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James C. Sanders, Philipp Ritt, Torsten Kuwert, A. Hans Vija, Andreas K. Maier:
Fully Automated Data-Driven Respiratory Signal Extraction From SPECT Images Using Laplacian Eigenmaps. IEEE Trans. Medical Imaging 35(11): 2425-2435 (2016)
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Xia Zhong, Matthias Hoffmann, Norbert Strobel, Andreas K. Maier:
Improved Semi-Automatic Basket Catheter Reconstruction from two X-Ray Views. Bildverarbeitung für die Medizin 2016: 26-31
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Frank Schebesch, Mathias Unberath, Ingwer Andersen, Andreas K. Maier:
Breast Density Assessment Using Wavelet Features on Mammograms. Bildverarbeitung für die Medizin 2016: 38-43
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Mario Amrehn, Jens Glasbrenner, Stefan Steidl, Andreas K. Maier:
Comparative Evaluation of Interactive Segmentation Approaches. Bildverarbeitung für die Medizin 2016: 68-73
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Matthias Hoffmann, Norbert Strobel, Andreas K. Maier:
Registration of Atrium Models to C-arm X-ray Images Based on Devices Inside the Coronary Sinus and the Esophagus. Bildverarbeitung für die Medizin 2016: 86-91
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Nadine Kuhnert, Nicole Maass, Karl Barth, Andreas K. Maier:
Reduction of Metal Artifacts Using a New Segmentation Approach - Extension of Graph Cuts for a More Precise Segmentation Used in Metal Artifact Reduction. Bildverarbeitung für die Medizin 2016: 92-97
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Johannes Bopp, Mathias Unberath, Stefan Steidl, Rebecca Fahrig, Isabelle Oliveira, Arnd Kleyer, Andreas K. Maier:
Automatic Finger Joint Detection for Volumetric Hand Imaging. Bildverarbeitung für die Medizin 2016: 104-109
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Roman Schaffert, Jian Wang, Anja Borsdorf, Joachim Hornegger, Andreas K. Maier:
Comparison of Rigid Gradient-Based 2D/3D Registration Using Projection and Back-Projection Strategies. Bildverarbeitung für die Medizin 2016: 140-145
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Daniel Stromer, Patrick Kugler, Sebastian Bauer, Günter Lauritsch, Andreas K. Maier:
Data Completeness Estimation for 3D C-Arm Scans with Rotated Detector to Enlarge the Lateral Field-of-View. Bildverarbeitung für die Medizin 2016: 164-169
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Viktor Haase, Oliver Taubmann, Yixing Huang, Gregor Krings, Günter Lauritsch, Andreas K. Maier, Alfred Mertins:
Make the Most of Time Temporal Extension of the iTV Algorithm for 4D Cardiac C-Arm CT. Bildverarbeitung für die Medizin 2016: 170-175
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Hao Wu, Martin Berger, Andreas K. Maier, Daniel Lohmann:
A Memory Management Library for CT-Reconstruction on GPUs. Bildverarbeitung für die Medizin 2016: 206-211
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Matthias Hoffmann, Martin Koch, Norbert Strobel, Andreas K. Maier:
Automatic Detection of Ostia in the Left Atrium. Bildverarbeitung für die Medizin 2016: 224-229
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Yixing Huang, Guenter Lauritsch, Mario Amrehn, Oliver Taubmann, Viktor Haase, Daniel Stromer, Xiaolin Huang, Andreas K. Maier:
Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model. Bildverarbeitung für die Medizin 2016: 277-282
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Cosmin Bercea, Andreas K. Maier, Thomas Köhler:
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution. ICIP 2016: 1136-1140
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Simon Hofmann, Martin Gropp, David Bernecker, Christopher Pollin, Andreas K. Maier, Vincent Christlein:
Vesselness for text detection in historical document images. ICIP 2016: 3259-3263
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Shuqing Chen, Yanye Lu, Christian Hopfgartner, Michael Sühling, Stefan Steidl, Joachim Hornegger, Andreas K. Maier:
3-D printing based production of head and neck masks for radiation therapy using CT volume data: A fully automatic framework. ISBI 2016: 403-406
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Yanye Lu, Martin Berger, Michael Manhart, Jang Hwan Choi, Martin Hoheisel, Markus Kowarschik, Rebecca Fahrig, Qiushi Ren, Joachim Hornegger, Andreas K. Maier:
Bridge to real data: Empirical multiple material calibration for learning-based material decomposition. ISBI 2016: 457-460
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Alexander Steg, Marc Reichenbach, Christopher Soell, Lan Shi, Andreas K. Maier, Christian Riess:
Dynamic pixel binning allows spatial and angular resolution tradeoffs to improve image quality in X-ray C-arm CT. ISBI 2016: 577-580
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Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Günter Lauritsch, Andreas K. Maier:
A new weighted anisotropic total variation algorithm for limited angle tomography. ISBI 2016: 585-588
[c86]
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Daniel Stromer, Mario Amrehn, Yixing Huang, Patrick Kugler, Sebastian Bauer, Günter Lauritsch, Andreas K. Maier:
Comparison of SART and ETV reconstruction for increased C-arm CT volume coverage by proper detector rotation in liver imaging. ISBI 2016: 589-592
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Matthias Hoffmann, Norbert Strobel, Joachim Hornegger, Andreas K. Maier:
Contrast-based registration of left atria to fluoroscopic image sequences by temporal markow filtering and motion regularization. ISBI 2016: 621-624
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Thomas Köhler, Axel Heinrich, Andreas K. Maier, Joachim Hornegger, Ralf-Peter Tornow:
Super-resolved retinal image mosaicing. ISBI 2016: 1063-1067
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Mathias Unberath, Stephan Achenbach, Rebecca Fahrig, Andreas K. Maier:
Exhaustive graph cut-based vasculature reconstruction. ISBI 2016: 1143-1146
[c82]
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Daniel Stromer, Gisela Anton, Vincent Christlein, Andreas K. Maier, Patrick Kugler:
3-D reconstruction of historical documents using an X-Ray C-Arm CT system. IVCNZ 2016: 1-6
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Tobias Würfl, Florin C. Ghesu, Vincent Christlein, Andreas K. Maier:
Deep Learning Computed Tomography. MICCAI (3) 2016: 432-440
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Jens Wetzl, Aurélien F. Stalder, Michaela Schmidt, Yigit H. Akgök, Christoph Tillmanns, Felix Lugauer, Christoph Forman, Joachim Hornegger, Andreas K. Maier:
Joint Estimation of Cardiac Motion and T_1^* Maps for Magnetic Resonance Late Gadolinium Enhancement Imaging. MICCAI (3) 2016: 527-535
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Sergiu Dotenco, Manuel Dalsass, Ludwig Winkler, Tobias Wurzner, Christoph Brabec, Andreas K. Maier, Florian Gallwitz:
Automatic detection and analysis of photovoltaic modules in aerial infrared imagery. WACV 2016: 1-9
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Peter Fürsattel, Sergiu Dotenco, Simon Placht, Michael Balda, Andreas K. Maier, Christian Riess:
OCPAD - Occluded checkerboard pattern detector. WACV 2016: 1-9
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Matthias Hoffmann, Christopher Kowalewski, Andreas K. Maier, Klaus Kurzidim, Norbert Strobel, Joachim Hornegger:
3-D/2-D Registration of Cardiac Structures by 3-D Contrast Agent Distribution Estimation. CoRR abs/1601.06062 (2016)
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Thomas Köhler, Axel Heinrich, Andreas K. Maier, Joachim Hornegger, Ralf-Peter Tornow:
Super-Resolved Retinal Image Mosaicing. CoRR abs/1602.03458 (2016)
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Cosmin Bercea, Andreas K. Maier, Thomas Köhler:
Confidence-aware Levenberg-Marquardt optimization for joint motion estimation and super-resolution. CoRR abs/1609.01524 (2016)
2015
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Zhicong Yu, Andreas K. Maier, Günter Lauritsch, Florian Vogt, Manfred Schonborn, Christoph Kohler, Joachim Hornegger, Frédéric Noo:
Axially Extended-Volume C-Arm CT Using a Reverse Helical Trajectory in the Interventional Room. IEEE Trans. Medical Imaging 34(1): 203-215 (2015)
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Jana Hutter, Peter Schmitt, Marc Saake, Axel Stubinger, Robert Grimm, Christoph Forman, Andreas Greiser, Joachim Hornegger, Andreas K. Maier:
Multi-Dimensional Flow-Preserving Compressed Sensing (MuFloCoS) for Time-Resolved Velocity-Encoded Phase Contrast MRI. IEEE Trans. Medical Imaging 34(2): 400-414 (2015)
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Simone Gaffling, Volker Daum, Stefan Steidl, Andreas K. Maier, Harald Köstler, Joachim Hornegger:
A Gauss-Seidel Iteration Scheme for Reference-Free 3-D Histological Image Reconstruction. IEEE Trans. Medical Imaging 34(2): 514-530 (2015)
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André Aichert, Martin Berger, Jian Wang, Nicole Maass, Arnd Doerfler, Joachim Hornegger, Andreas K. Maier:
Epipolar Consistency in Transmission Imaging. IEEE Trans. Medical Imaging 34(11): 2205-2219 (2015)
[c77]
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Alexander Preuhs, Martin Berger, Yan Xia, Andreas K. Maier, Joachim Hornegger, Rebecca Fahrig:
Over-Exposure Correction in CT Using Optimization-Based Multiple Cylinder Fitting. Bildverarbeitung für die Medizin 2015: 35-40
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Andreas K. Maier, Patrick Kugler, Günter Lauritsch, Joachim Hornegger:
Discrete Estimation of Data Completeness for 3D Scan Trajectories with Detector Offset. Bildverarbeitung für die Medizin 2015: 47-52
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Benedikt Lorch, Martin Berger, Joachim Hornegger, Andreas K. Maier:
Projection and Reconstruction-Based Noise Filtering Methods in Cone Beam CT. Bildverarbeitung für die Medizin 2015: 59-64
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Mario Amrehn, Andreas K. Maier, Frank Dennerlein, Joachim Hornegger:
Portability of TV-Regularized Reconstruction Parameters to Varying Data Sets. Bildverarbeitung für die Medizin 2015: 131-136
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Yanye Lu, Michael Manhart, Oliver Taubmann, Tobias Zobel, Qiao Yang, Jang Hwan Choi, Meng Wu, Arnd Doerfler, Rebecca Fahrig, Qiushi Ren, Joachim Hornegger, Andreas K. Maier:
Projection-Based Denoising Method for Photon-Counting Energy-Resolving Detectors. Bildverarbeitung für die Medizin 2015: 137-142
[c72]
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Aline Sindel, Marco Bögel, Andreas K. Maier, Rebecca Fahrig, Joachim Hornegger, Arnd Dörfler:
Respiratory Motion Compensation for C-Arm CT Liver Imaging. Bildverarbeitung für die Medizin 2015: 221-226
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Michael Manhart, Andreas K. Maier, Joachim Hornegger, Arnd Doerfler:
Fast Adaptive Regularization for Perfusion Parameter Computation. Bildverarbeitung für die Medizin 2015: 311-316
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Peter Fischer, Thomas Pohl, Andreas K. Maier, Joachim Hornegger:
Markov Random Field-Based Layer Separation for Simulated X-Ray Image Sequences. Bildverarbeitung für die Medizin 2015: 329-334
[c69]
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Bastian Bier, Firas Mualla, Stefan Steidl, Christopher Bohr, Helmut Neumann, Andreas K. Maier, Joachim Hornegger:
Band-Pass Filter Design by Segmentation in Frequency Domain for Detection of Epithelial Cells in Endomicroscope Images. Bildverarbeitung für die Medizin 2015: 413-418
[c68]
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Oliver Taubmann, Jens Wetzl, Günter Lauritsch, Andreas K. Maier, Joachim Hornegger:
Sharp as a Tack. Bildverarbeitung für die Medizin 2015: 425-430
[c67]
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Christian Jaremenko, Andreas K. Maier, Stefan Steidl, Joachim Hornegger, Nicolai Oetter, Christian Knipfer, Florian Stelzle, Helmut Neumann:
Classification of Confocal Laser Endomicroscopic Images of the Oral Cavity to Distinguish Pathological from Healthy Tissue. Bildverarbeitung für die Medizin 2015: 479-485
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Shiyang Hu, Christian Riess, Joachim Hornegger, Peter Fischer, Florian Bayer, Thomas Weber, Gisela Anton, Andreas K. Maier:
3D Tensor Reconstruction in X-Ray Dark-Field Tomography. Bildverarbeitung für die Medizin 2015: 492-497
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Maximilian P. Oppelt, James C. Sanders, Andreas K. Maier:
Investigation of Single Photon Emission Computed Tomography Acquired on Helical Trajectories. Bildverarbeitung für die Medizin 2015: 504-509
[c64]
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Thomas Kästner, Joachim Hornegger, Andreas K. Maier, Yan Xia, Sebastian Bauer:
Truncation Robust C-Arm CT Reconstruction for Dynamic Collimation Acquisition Schemes. Bildverarbeitung für die Medizin 2015: 516-521
[c63]
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André Aichert, Jian Wang, Roman Schaffert, Arnd Dörfler, Joachim Hornegger, Andreas K. Maier:
Epipolar Consistency in Fluoroscopy for Image-Based Tracking. BMVC 2015: 82.1-82.10
[c62]
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Thomas Köhler, Johannes Jordan, Andreas K. Maier, Joachim Hornegger:
A Unified Bayesian Approach to Multi-Frame Super-Resolution and Single-Image Upsampling in Multi-Sensor Imaging. BMVC 2015: 143.1-143.12
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Thomas Köhler, Andreas K. Maier, Vincent Christlein:
Binarization Driven Blind Deconvolution for Document Image Restoration. GCPR 2015: 91-102
[c60]
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Xia Zhong, Matthias Hoffmann, Norbert Strobel, Andreas K. Maier:
Semi-Automatic Basket Catheter Reconstruction from Two X-Ray Views. GCPR 2015: 379-389
[c59]
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Vincent Christlein, David Bernecker, Andreas K. Maier, Elli Angelopoulou:
Offline Writer Identification Using Convolutional Neural Network Activation Features. GCPR 2015: 540-552
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Marco Bögel, Philip Hoelter, Thomas Redel, Andreas K. Maier, Joachim Hornegger, Arnd Dörfler:
A fully-automatic locally adaptive thresholding algorithm for blood vessel segmentation in 3D digital subtraction angiography. EMBC 2015: 2006-2009
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Peter Fischer, Thomas Pohl, Thomas Köhler, Andreas K. Maier, Joachim Hornegger:
A Robust Probabilistic Model for Motion Layer Separation in X-ray Fluoroscopy. IPMI 2015: 288-299
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Mathias Unberath, Andreas K. Maier, Dominik Fleischmann, Joachim Hornegger, Rebecca Fahrig:
Open-source 4D statistical shape model of the heart for x-ray projection imaging. ISBI 2015: 739-742
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Peter Fischer, Thomas Pohl, Andreas K. Maier, Joachim Hornegger:
Surrogate-Driven Estimation of Respiratory Motion and Layers in X-Ray Fluoroscopy. MICCAI (1) 2015: 282-289
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Daniel Toth, Marcus Pfister, Andreas K. Maier, Markus Kowarschik, Joachim Hornegger:
Adaption of 3D Models to 2D X-Ray Images during Endovascular Abdominal Aneurysm Repair. MICCAI (1) 2015: 339-346
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Oliver Taubmann, Günter Lauritsch, Andreas K. Maier, Rebecca Fahrig, Joachim Hornegger:
Estimate, Compensate, Iterate: Joint Motion Estimation and Compensation in 4-D Cardiac C-arm Computed Tomography. MICCAI (2) 2015: 579-586
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Felix Lugauer, Dominik Nickel, Jens Wetzl, Stephan A. R. Kannengiesser, Andreas K. Maier, Joachim Hornegger:
Robust Spectral Denoising for Water-Fat Separation in Magnetic Resonance Imaging. MICCAI (2) 2015: 667-674
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Mathias Unberath, Jang Hwan Choi, Martin Berger, Andreas K. Maier, Rebecca Fahrig:
Image-based compensation for involuntary motion in weight-bearing C-arm cone-beam CT scanning of knees. Medical Imaging: Image Processing 2015: 94130D
2014
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Yan Xia, Frank Dennerlein, Sebastian Bauer, Hannes G. Hofmann, Joachim Hornegger, Andreas K. Maier:
Scaling calibration in region of interest reconstruction with the 1D and 2D ATRACT algorithm. Int. J. Comput. Assist. Radiol. Surg. 9(3): 345-356 (2014)
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Firas Mualla, Simon Schöll, Björn Sommerfeldt, Andreas K. Maier, Stefan Steidl, Rainer Buchholz, Joachim Hornegger:
Using the low-pass monogenic signal framework for cell/background classification on multiple cell lines in bright-field microscope images. Int. J. Comput. Assist. Radiol. Surg. 9(3): 379-386 (2014)
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Yan Xia, Hannes G. Hofmann, Frank Dennerlein, Kerstin Müller, Chris Schwemmer, Sebastian Bauer, Gouthami Chintalapani, Ponraj Chinnadurai, Joachim Hornegger, Andreas K. Maier:
Towards Clinical Application of a Laplace Operator-Based Region of Interest Reconstruction Algorithm in C-Arm CT. IEEE Trans. Medical Imaging 33(3): 593-606 (2014)
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Qiao Yang, Meng Wu, Andreas K. Maier, Joachim Hornegger, Rebecca Fahrig:
Evaluation of Spectrum Mismatching Using Spectrum Binning for Statistical Polychromatic Reconstruction in CT. Bildverarbeitung für die Medizin 2014: 42-47
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Yan Xia, Andreas K. Maier, Martin Berger, Joachim Hornegger:
Region of Interest Reconstruction from Dose-Minimized Super Short Scan Data. Bildverarbeitung für die Medizin 2014: 48-53
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Daniel Stromer, Andreas K. Maier:
Approximation der Projektionsmatrizen einer C-Bogen 3D-Fahrt anhand der Odometriedaten. Bildverarbeitung für die Medizin 2014: 96-101
[c47]
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Christoph Luckner, Andreas K. Maier, Frank Dennerlein:
Schätzung von Faltungskernen zur Röntgen-Streusignalkorrektur. Bildverarbeitung für die Medizin 2014: 102-107
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Andreas K. Maier, Oliver Taubmann, Jens Wetzl, Jakob Wasza, Christoph Forman, Peter Fischer, Joachim Hornegger, Rebecca Fahrig:
Fast Interpolation of Dense Motion Fields from Synthetic Phantoms. Bildverarbeitung für die Medizin 2014: 168-173
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Marco Bögel, Christian Riess, Andreas K. Maier, Joachim Hornegger, Rebecca Fahrig:
Respiratory Motion Estimation Using a 3D Diaphragm Model. Bildverarbeitung für die Medizin 2014: 240-245
[c44]
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Martin Berger, Christoph Forman, Chris Schwemmer, Jang Hwan Choi, Kerstin Müller, Andreas K. Maier, Joachim Hornegger, Rebecca Fahrig:
Automatic Removal of Externally Attached Fiducial Markers in Cone Beam C-Arm CT. Bildverarbeitung für die Medizin 2014: 318-323
[c43]
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Katharina Breininger, Andreas K. Maier, Christoph Forman, Wilhelm Flatz, Catalina Meßmer, Maria Schuster:
Alae Tracker. Bildverarbeitung für die Medizin 2014: 336-341
[c42]
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Tobias Bocklet, Andreas K. Maier, Korbinian Riedhammer, Ulrich Eysholdt, Elmar Nöth:
Erlangen-CLP: A Large Annotated Corpus of Speech from Children with Cleft Lip and Palate. LREC 2014: 2671-2674
[c41]
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Sebastian Kaeppler, Florian Bayer, Thomas Weber, Andreas K. Maier, Gisela Anton, Joachim Hornegger, Matthias W. Beckmann, Peter A. Fasching, Arndt Hartmann, Felix Heindl, Thilo Michel, Gueluemser Oezguel, Georg Pelzer, Claudia Rauh, Jens Rieger, Rüdiger Schulz-Wendtland, Michael Uder, David Wachter, Evelyn Wenkel, Christian Riess:
Signal Decomposition for X-ray Dark-Field Imaging. MICCAI (1) 2014: 170-177
[c40]
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Firas Mualla, Simon Schöll, Björn Sommerfeldt, Andreas K. Maier, Stefan Steidl, Rainer Buchholz, Joachim Hornegger:
Unsupervised Unstained Cell Detection by SIFT Keypoint Clustering and Self-labeling Algorithm. MICCAI (3) 2014: 377-384
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Tino Haderlein, Catherine Middag, Andreas K. Maier, Jean-Pierre Martens, Michael Döllinger, Elmar Nöth:
Visualization of Intelligibility Measured by Language-Independent Features. TSD 2014: 547-554
2013
[j8]
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Attila Budai, Rüdiger Bock, Andreas K. Maier, Joachim Hornegger, Georg Michelson:
Robust Vessel Segmentation in Fundus Images. Int. J. Biomed. Imaging 2013: 154860:1-154860:11 (2013)
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Marco Bögel, Hannes G. Hofmann, Joachim Hornegger, Rebecca Fahrig, Stefan Britzen, Andreas K. Maier:
Respiratory Motion Compensation Using Diaphragm Tracking for Cone-Beam C-Arm CT: A Simulation and a Phantom Study. Int. J. Biomed. Imaging 2013: 520540:1-520540:10 (2013)
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Michael T. Manhart, Markus Kowarschik, Andreas Fieselmann, Yu Deuerling-Zheng, Kevin Royalty, Andreas K. Maier, Joachim Hornegger:
Dynamic Iterative Reconstruction for Interventional 4-D C-Arm CT Perfusion Imaging. IEEE Trans. Medical Imaging 32(7): 1336-1348 (2013)
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Firas Mualla, Simon Schöll, Björn Sommerfeldt, Andreas K. Maier, Joachim Hornegger:
Automatic Cell Detection in Bright-Field Microscope Images Using SIFT, Random Forests, and Hierarchical Clustering. IEEE Trans. Medical Imaging 32(12): 2274-2286 (2013)
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Yan Xia, Andreas K. Maier, Frank Dennerlein, Hannes G. Hofmann, Joachim Hornegger:
Scaling Calibration in the ATRACT Algorithm. Bildverarbeitung für die Medizin 2013: 104-109
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Haibo Wu, Andreas K. Maier, Joachim Hornegger:
Iterative CT Reconstruction Using Curvelet-Based Regularization. Bildverarbeitung für die Medizin 2013: 229-234
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Mengqiu Tian, Qiao Yang, Andreas K. Maier, Ingo Schasiepen, Nicole Maass, Matthias Elter:
Automatic Histogram-Based Initialization of K-Means Clustering in CT. Bildverarbeitung für die Medizin 2013: 277-282
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Bastian Bier, Chris Schwemmer, Andreas K. Maier, Hannes G. Hofmann, Yan Xia, Joachim Hornegger, Tobias Struffert:
Convolution-Based Truncation Correction for C-Arm CT Using Scattered Radiation. Bildverarbeitung für die Medizin 2013: 338-343
[c34]
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Jana Hutter, Peter Schmitt, Gunhild E. Aandal, Andreas Greiser, Christoph Forman, Robert Grimm, Joachim Hornegger, Andreas K. Maier:
Low-Rank and Sparse Matrix Decomposition for Compressed Sensing Reconstruction of Magnetic Resonance 4D Phase Contrast Blood Flow Imaging (LoSDeCoS 4D-PCI). MICCAI (1) 2013: 558-565
[c33]
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Christoph Forman, Robert Grimm, Jana Maria Hutter, Andreas K. Maier, Joachim Hornegger, Michael O. Zenge:
Free-Breathing Whole-Heart Coronary MRA: Motion Compensation Integrated into 3D Cartesian Compressed Sensing Reconstruction. MICCAI (2) 2013: 575-582
2012
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Marco Bögel, Andreas K. Maier, Hannes G. Hofmann, Joachim Hornegger, Rebecca Fahrig:
Diaphragm Tracking in Cardiac C-Arm Projection Data. Bildverarbeitung für die Medizin 2012: 33-38
[c31]
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Cassia Valentini-Botinhao, Sabine Degenkolb-Weyers, Andreas K. Maier, Elmar Nöth, Ulrich Eysholdt, Tobias Bocklet:
Automatic detection of sigmatism in children. WOCCI 2012: 13-16
2011
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Andreas K. Maier, Florian Hönig, Stefan Steidl, Elmar Nöth, Stefanie Horndasch, Elisabeth Sauerhöfer, Oliver Kratz, Gunther Moll:
An automatic version of a reading disorder test. ACM Trans. Speech Lang. Process. 7(4): 17:1-17:15 (2011)
2010
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Andreas K. Maier, Tino Haderlein, Florian Stelzle, Elmar Nöth, Emeka Nkenke, Frank Rosanowski, Anne Schützenberger, Maria Schuster:
Automatic Speech Recognition Systems for the Evaluation of Voice and Speech Disorders in Head and Neck Cancer. EURASIP J. Audio Speech Music. Process. 2010 (2010)
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Stefan Soutschek, Johannes Kornhuber, Andreas K. Maier, Sebastian Bauer, Patrick Kugler, Joachim Hornegger, Michael Bebenek, Sven Steckmann, Simon von Stengel, Wolfgang Kemmler:
Measurement of angles in time-of-flight data for the automatic supervision of training exercises. PervasiveHealth 2010: 1-4
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Tobias Bocklet, Andreas K. Maier, Ulrich Eysholdt, Elmar Nöth:
Improvement of a speech recognizer for standardized medical assessment of children's speech by integration of prior knowledge. SLT 2010: 259-264

2000 – 2009

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2009
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Andreas K. Maier, Tino Haderlein, Ulrich Eysholdt, Frank Rosanowski, Anton Batliner, Maria Schuster, Elmar Nöth:
PEAKS - A system for the automatic evaluation of voice and speech disorders. Speech Commun. 51(5): 425-437 (2009)
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Stefan Soutschek, Florian Hönig, Andreas K. Maier, Stefan Steidl, Michael Stürmer, Hellmut Erzigkeit, Joachim Hornegger, Johannes Kornhuber:
Immersive Painting. ArtsIT 2009: 33-39
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Andreas K. Maier, Florian Hönig, Viktor Zeißler, Anton Batliner, Erik Körner, Nobuyuki Yamanaka, Peter Ackermann, Elmar Nöth:
A language-independent feature set for the automatic evaluation of prosody. INTERSPEECH 2009: 600-603
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Andreas K. Maier, Stefan Wenhardt, Tino Haderlein, Maria Schuster, Elmar Nöth:
A microphone-independent visualization technique for speech disorders. INTERSPEECH 2009: 951-954
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Marcello Scipioni, Matteo Gerosa, Diego Giuliani, Elmar Nöth, Andreas K. Maier:
Intelligibility assessment in children with cleft lip and palate in Italian and German. INTERSPEECH 2009: 967-970
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Andreas K. Maier, Caroline Parchmann, Tobias Bocklet, Florian Hönig, Oliver Kratz, Stefanie Horndasch, Elmar Nöth, Gunther Moll:
On the Automatic Classification of Reading Disorders. PRIS 2009: 18-27
[c23]
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Tino Haderlein, Tobias Bocklet, Andreas K. Maier, Elmar Nöth, Christian Knipfer, Florian Stelzle:
Objective vs. Subjective Evaluation of Speakers with and without Complete Dentures. TSD 2009: 170-177
[c22]
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Andreas K. Maier, Tobias Bocklet, Florian Hönig, Stefanie Horndasch, Elmar Nöth:
Towards the Automatic Classification of Reading Disorders in Continuous Text Passages. TSD 2009: 282-290
[c21]
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Tobias Bocklet, Cordula Winterholler, Andreas K. Maier, Maria Schuster, Elmar Nöth:
An automatic screening test for preschool children: theory and data collection. WOCCI 2009: 1-4
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Tobias Bocklet, Andreas K. Maier, Korbinian Riedhammer, Elmar Nöth:
Towards a language-independent intelligibility assessment of children with cleft lip and palate. WOCCI 2009: 23-26
[c19]
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Andreas K. Maier, Stefanie Horndasch, Elmar Nöth:
Automatic classification of reading disorders in a single word reading test. WOCCI 2009: 27-30
2008
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Tobias Bocklet, Andreas K. Maier, Josef G. Bauer, Felix Burkhardt, Elmar Nöth:
Age and gender recognition for telephone applications based on GMM supervectors and support vector machines. ICASSP 2008: 1605-1608
[c17]
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Andreas K. Maier, Florian Hönig, Christian Hacker, Maria Schuster, Elmar Nöth:
Automatic evaluation of characteristic speech disorders in children with cleft lip and palate. INTERSPEECH 2008: 1757-1760
[c16]
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Tobias Bocklet, Andreas K. Maier, Elmar Nöth:
Age Determination of Children in Preschool and Primary School Age with GMM-Based Supervectors and Support Vector Machines/Regression. TSD 2008: 253-260
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Tino Haderlein, Elmar Nöth, Andreas K. Maier, Maria Schuster, Frank Rosanowski:
Influence of Reading Errors on the Text-Based Automatic Evaluation of Pathologic Voices. TSD 2008: 325-332
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Andreas K. Maier, Julian Exner, Stefan Steidl, Anton Batliner, Tino Haderlein, Elmar Nöth:
An Extension to the Sammon Mapping for the Robust Visualization of Speaker Dependencies. TSD 2008: 381-388
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Andreas K. Maier, Alexander Reuß, Christian Hacker, Maria Schuster, Elmar Nöth:
Analysis of Hypernasal Speech in Children with Cleft Lip and Palate. TSD 2008: 389-396
[c12]
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Andreas K. Maier, Maria Schuster, Elmar Nöth:
Towards monitoring of children²s speech - a case study. WOCCI 2008: 8
2007
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Korbinian Riedhammer, Georg Stemmer, Tino Haderlein, Maria Schuster, Frank Rosanowski, Elmar Nöth, Andreas K. Maier:
Towards robust automatic evaluation of pathologic telephone speech. ASRU 2007: 717-722
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Christian Hacker, Tobias Cincarek, Andreas K. Maier, Andre Heßler, Elmar Nöth:
Boosting of Prosodic and Pronunciation Features to Detect Mispronunciations of Non-Native Children. ICASSP (4) 2007: 197-200
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Björn W. Schuller, Dino Seppi, Anton Batliner, Andreas K. Maier, Stefan Steidl:
Towards More Reality in the Recognition of Emotional Speech. ICASSP (4) 2007: 941-944
[c8]
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Andreas K. Maier, Maria Schuster, Anton Batliner, Elmar Nöth, Emeka Nkenke:
Automatic scoring of the intelligibility in patients with cancer of the oral cavity. INTERSPEECH 2007: 1206-1209
[c7]
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Tino Haderlein, Korbinian Riedhammer, Andreas K. Maier, Elmar Nöth, Hikmet Toy, Frank Rosanowski:
An Automatic Version of the Post-Laryngectomy Telephone Test. TSD 2007: 238-245
[c6]
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Andreas K. Maier, Tino Haderlein, Maria Schuster, Emeka Nkenke, Elmar Nöth:
Intelligibility Is More Than a Single Word: Quantification of Speech Intelligibility by ASR and Prosody. TSD 2007: 278-285
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Elmar Nöth, Andreas K. Maier, Tino Haderlein, Korbinian Riedhammer, Frank Rosanowski, Maria Schuster:
Automatic Evaluation of Pathologic Speech - from Research to Routine Clinical Use. TSD 2007: 294-301
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Tobias Bocklet, Andreas K. Maier, Elmar Nöth:
Text-Independent Speaker Identification Using Temporal Patterns. TSD 2007: 318-325
2006
[j1]
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Andreas K. Maier, Elmar Nöth, Anton Batliner, Emeka Nkenke, Maria Schuster:
Fully Automatic Assessment of Speech of Children with Cleft Lip and Palate. Informatica (Slovenia) 30(4): 477-482 (2006)
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Andreas K. Maier, Christian Hacker, Elmar Nöth, Emeka Nkenke, Tino Haderlein, Frank Rosanowski, Maria Schuster:
Intelligibility of Children with Cleft Lip and Palate: Evaluation by Speech Recognition Techniques. ICPR (4) 2006: 274-277
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Andreas K. Maier, Tino Haderlein, Elmar Nöth:
Environmental Adaptation with a Small Data Set of the Target Domain. TSD 2006: 431-437
2005
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Andreas K. Maier, Christian Hacker, Stefan Steidl, Elmar Nöth, Heinrich Niemann:
Robust Parallel Speech Recognition in Multiple Energy Bands. DAGM-Symposium 2005: 133-140

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