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2020 – today
- 2024
[j48]Albert Clèrigues
, Sergi Valverde, Arnau Oliver, Xavier Lladó:
Improving brain atrophy quantification with deep learning from automated labels using tissue similarity priors. Comput. Biol. Medicine 179: 108811 (2024)- [j47]Cansu Yalcin, Valeriia Abramova, Mikel Terceño, Arnau Oliver, Yolanda Silva, Xavier Lladó:
Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework. Comput. Medical Imaging Graph. 117: 102430 (2024) - [i12]Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler:
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. CoRR abs/2403.19425 (2024) - 2023
- [j46]Albert Clèrigues, Sergi Valverde, Joaquim Salvi, Arnau Oliver, Xavier Lladó:
Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry. Comput. Medical Imaging Graph. 103: 102157 (2023) - [j45]Muhammad Habib Mahmood, Yago Diez, Arnau Oliver, Joaquim Salvi, Xavier Lladó:
Motion-region annotation for complex videos via label propagation across occluders. Mach. Vis. Appl. 34(1): 2 (2023) - [i11]Xiangyu Li, Gongning Luo, Kuanquan Wang, Hongyu Wang, Jun Liu, Xinjie Liang, Jie Jiang, Zhenghao Song, Chunyue Zheng, Haokai Chi, Mingwang Xu, Yingte He, Xinghua Ma, Jingwen Guo, Yifan Liu, Chuanpu Li, Zeli Chen, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Antoine P. Sanner, Anirban Mukhopadhyay, Ahmed E. Othman, Xingyu Zhao, Weiping Liu, Jinhuang Zhang, Xiangyuan Ma, Qinghui Liu, Bradley J. MacIntosh, Wei Liang, Moona Mazher, Abdul Qayyum, Valeriia Abramova, Xavier Lladó, Shuo Li:
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge. CoRR abs/2301.03281 (2023) - 2021
- [j44]Valeriia Abramova, Albert Clérigues, Ana Quiles, Deysi Garcia Figueredo, Yolanda Silva, Salvador Pedraza, Arnau Oliver, Xavier Lladó:
Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks. Comput. Medical Imaging Graph. 90: 101908 (2021) - [j43]José Bernal, Sergi Valverde, Kaisar Kushibar, Mariano Cabezas, Arnau Oliver, Xavier Lladó:
Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors. Neuroinformatics 19(3): 477-492 (2021) - [i10]Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel:
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR abs/2112.10074 (2021) - 2020
- [j42]Richa Agarwal, Oliver Díaz, Moi Hoon Yap, Xavier Lladó, Robert Martí:
Deep learning for mass detection in Full Field Digital Mammograms. Comput. Biol. Medicine 121: 103774 (2020) - [j41]Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó:
Acute and sub-acute stroke lesion segmentation from multimodal MRI. Comput. Methods Programs Biomed. 194: 105521 (2020)
2010 – 2019
- 2019
- [j40]Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Alex Rovira, Xavier Lladó:
Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET. IEEE Access 7: 25171-25184 (2019) - [j39]José Bernal, Kaisar Kushibar, Mariano Cabezas, Sergi Valverde, Arnau Oliver, Xavier Lladó:
Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging. IEEE Access 7: 89986-90002 (2019) - [j38]José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Martí, Xavier Lladó:
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. Artif. Intell. Medicine 95: 64-81 (2019) - [j37]Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó:
Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks. Comput. Biol. Medicine 115 (2019) - [j36]Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver:
Breast MRI and X-ray mammography registration using gradient values. Medical Image Anal. 54: 76-87 (2019) - [j35]Ferran Roure, Xavier Lladó, Joaquim Salvi, Yago Diez:
GridDS: a hybrid data structure for residue computation in point set matching. Mach. Vis. Appl. 30(2): 291-307 (2019) - [j34]Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso:
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans. Medical Imaging 38(11): 2556-2568 (2019) - [i9]Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Alex Rovira, Xavier Lladó:
Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET. CoRR abs/1901.05733 (2019) - [i8]Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels:
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. CoRR abs/1904.00682 (2019) - 2018
- [j33]Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó:
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. Medical Image Anal. 48: 177-186 (2018) - [j32]Joel Vidal, Chyi-Yeu Lin, Xavier Lladó, Robert Martí:
A Method for 6D Pose Estimation of Free-Form Rigid Objects Using Point Pair Features on Range Data. Sensors 18(8): 2678 (2018) - [j31]Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver:
Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. IEEE Trans. Medical Imaging 37(3): 712-723 (2018) - [c65]Richa Agarwal, Oliver Díaz, Xavier Lladó, Robert Martí:
Mass detection in mammograms using pre-trained deep learning models. IWBI 2018: 107181F - [c64]Sandra González-Villà, Yuankai Huo, Arnau Oliver, Xavier Lladó, Bennett A. Landman:
Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis. Patch-MI@MICCAI 2018: 104-113 - [i7]José Bernal, Kaisar Kushibar, Mariano Cabezas, Sergi Valverde, Arnau Oliver, Xavier Lladó:
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imaging. CoRR abs/1801.06457 (2018) - [i6]Sergi Valverde, Mostafa Salem, Mariano Cabezas, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó:
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks. CoRR abs/1805.12415 (2018) - [i5]Mariano Cabezas, Sergi Valverde, Sandra González-Villà, Albert Clérigues, Mostafa Salem, Kaisar Kushibar, José Bernal, Arnau Oliver, Xavier Lladó:
Survival prediction using ensemble tumor segmentation and transfer learning. CoRR abs/1810.04274 (2018) - [i4]Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó:
SUNet: a deep learning architecture for acute stroke lesion segmentation and outcome prediction in multimodal MRI. CoRR abs/1810.13304 (2018) - 2017
- [j30]Sergi Valverde, Arnau Oliver, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó:
Automated tissue segmentation of MR brain images in the presence of white matter lesions. Medical Image Anal. 35: 446-457 (2017) - [j29]Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó:
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. NeuroImage 155: 159-168 (2017) - [j28]Muhammad Habib Mahmood, Yago Diez, Joaquim Salvi, Xavier Lladó:
A collection of challenging motion segmentation benchmark datasets. Pattern Recognit. 61: 1-14 (2017) - [c63]Ferran Roure, Xavier Lladó, Joaquim Salvi, Tomislav Pribanic, Yago Diez:
Hierarchical Hardware/Software Algorithm for Multi-view Object Reconstruction by 3D Point Clouds Matching. VISIGRAPP (Revised Selected Papers) 2017: 176-191 - [c62]Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí:
Similarity Metrics for Intensity-Based Registration Using Breast Density Maps. IbPRIA 2017: 217-225 - [c61]Ferran Roure, Xavier Lladó, Joaquim Salvi, Tomislav Pribanic, Yago Diez:
Hierarchical Techniques to Improve Hybrid Point Cloud Registration. VISIGRAPP (4: VISAPP) 2017: 44-51 - [i3]Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó:
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. CoRR abs/1702.04869 (2017) - [i2]Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó:
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. CoRR abs/1709.09075 (2017) - [i1]José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Marti, Xavier Lladó:
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. CoRR abs/1712.03747 (2017) - 2016
- [j27]Sandra González-Villà, Arnau Oliver, Sergi Valverde, Liping Wang, Reyer Zwiggelaar, Xavier Lladó:
A review on brain structures segmentation in magnetic resonance imaging. Artif. Intell. Medicine 73: 45-69 (2016) - [j26]Eloy Roura, Nicolae Sarbu, Arnau Oliver, Sergi Valverde, Sandra González-Villà, Ricard Cervera, Núria Bargalló, Xavier Lladó:
Automated Detection of Lupus White Matter Lesions in MRI. Frontiers Neuroinformatics 10: 33 (2016) - [c60]Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí:
Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. Digital Mammography / IWDM 2016: 493-500 - [c59]Eloy Roura, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó:
An SPM12 extension for multiple sclerosis lesion segmentation. Medical Imaging: Image Processing 2016: 97842N - 2015
- [j25]Marc Masias, Xavier Lladó, Marta Peracaula, Jordi Freixenet:
Multiscale Distilled Sensing: Astronomical source detection in long wavelength images. Astron. Comput. 9: 10-19 (2015) - [j24]Yago Diez, Ferran Roure, Xavier Lladó, Joaquim Salvi:
A Qualitative Review on 3D Coarse Registration Methods. ACM Comput. Surv. 47(3): 45:1-45:36 (2015) - [j23]Arnau Oliver, Meritxell Tortajada, Xavier Lladó, Jordi Freixenet, Sergi Ganau, Lidia Tortajada, Mariona Vilagran, Melcior Sentís, Robert Marti:
Breast Density Analysis Using an Automatic Density Segmentation Algorithm. J. Digit. Imaging 28(5): 604-612 (2015) - [j22]Xavier Lladó, Atsushi Imiya, David Mason, Constantino Carlos Reyes-Aldasoro, Kazuaki Aoki, Mineichi Kudo, Yu-Jin Zhang, Vasileios Argyriou:
Corrigendum to 'Homage to Professor Maria Petrou' [ Pattern Recognition Letters 48 (2014) 2-7]. Pattern Recognit. Lett. 54: 109 (2015) - [c58]Muhammad Habib Mahmood, Luca Zappella, Yago Diez, Joaquim Salvi, Xavier Lladó:
A New Trajectory Based Motion Segmentation Benchmark Dataset (UdG-MS15). IbPRIA 2015: 463-470 - [c57]Ferran Roure, Yago Diez, Xavier Lladó, Josep Forest, Tomislav Pribanic, Joaquim Salvi:
A study on the robustness of shape descriptors to common scanning artifacts. MVA 2015: 522-525 - [c56]Ferran Roure, Yago Diez, Xavier Lladó, Josep Forest, Tomislav Pribanic, Joaquim Salvi:
An Experimental Benchmark for Point Set Coarse Matching. VISAPP (1) 2015: 679-685 - 2014
- [j21]Eloy Roura, Arnau Oliver, Mariano Cabezas, Joan Carles Vilanova, Alex Rovira, Lluís Ramió-Torrentà, Xavier Lladó:
MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI. Comput. Methods Programs Biomed. 113(2): 655-673 (2014) - [j20]Mariano Cabezas, Arnau Oliver, Eloy Roura, Jordi Freixenet, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó:
Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding. Comput. Methods Programs Biomed. 115(3): 147-161 (2014) - [j19]Yago Diez, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Robert Marti, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó:
Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients. Neuroinformatics 12(3): 365-379 (2014) - [c55]Arnau Oliver, Xavier Lladó, Albert Torrent, Joan Martí:
One-shot segmentation of breast, pectoral muscle, and background in digitised mammograms. ICIP 2014: 912-916 - [c54]Robert Marti, Yago Diez, Arnau Oliver, Meritxell Tortajada, Reyer Zwiggelaar, Xavier Lladó:
Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features. Digital Mammography / IWDM 2014: 612-619 - 2013
- [j18]Luca Zappella, Alessio Del Bue, Xavier Lladó, Joaquim Salvi:
Joint estimation of segmentation and structure from motion. Comput. Vis. Image Underst. 117(2): 113-129 (2013) - [j17]Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Marti, Xavier Lladó, Jordi Freixenet, Desire Sidibé, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. Medical Image Anal. 17(6): 587-600 (2013) - [j16]Albert Torrent, Xavier Lladó, Jordi Freixenet, Antonio Torralba:
A boosting approach for the simultaneous detection and segmentation of generic objects. Pattern Recognit. Lett. 34(13): 1490-1498 (2013) - [c53]Mariano Cabezas, Arnau Oliver, Jordi Freixenet, Xavier Lladó:
A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using Context Features and an Outlier Map. IbPRIA 2013: 782-789 - [c52]Marc Masias, Xavier Lladó, Marta Peracaula, Jordi Freixenet:
Multiscale distilled sensing: A source detection method for infrared and radio astronomical images. ICIP 2013: 2378-2382 - 2012
- [j15]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet-Batlle, Fabrice Mériaudeau:
Statistical shape and texture model of quadrature phase information for prostate segmentation. Int. J. Comput. Assist. Radiol. Surg. 7(1): 43-55 (2012) - [j14]Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau:
Prostate multimodality image registration based on B-splines and quadrature local energy. Int. J. Comput. Assist. Radiol. Surg. 7(3): 445-454 (2012) - [j13]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Jordi Freixenet, Jhimli Mitra, Désiré Sidibé, Fabrice Mériaudeau:
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput. Methods Programs Biomed. 108(1): 262-287 (2012) - [j12]Xavier Lladó, Arnau Oliver, Mariano Cabezas, Jordi Freixenet, Joan Carles Vilanova, Ana Quiles, Laia Valls, Lluís Ramió-Torrentà, Alex Rovira:
Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches. Inf. Sci. 186(1): 164-185 (2012) - [j11]Arnau Oliver, Albert Torrent, Xavier Lladó, Meritxell Tortajada, Lidia Tortajada, Melcior Sentís, Jordi Freixenet, Reyer Zwiggelaar:
Automatic microcalcification and cluster detection for digital and digitised mammograms. Knowl. Based Syst. 28: 68-75 (2012) - [j10]Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Desire Sidibé, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A spline-based non-linear diffeomorphism for multimodal prostate registration. Medical Image Anal. 16(6): 1259-1279 (2012) - [c51]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. ACIVS 2012: 190-200 - [c50]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Désiré Sidibé, Fabrice Mériaudeau:
Spectral clustering of shape and probability prior models for automatic prostate segmentation. EMBC 2012: 2335-2338 - [c49]Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. EMBC 2012: 5416-5419 - [c48]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Desire Sidibé, Fabrice Mériaudeau:
A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. ICIP 2012: 541-544 - [c47]Albert Torrent, Xavier Lladó, Jordi Freixenet:
Semiautomatic labeling of generic objects for enlarging annotated image databases. ICIP 2012: 2889-2892 - [c46]Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. ICIP 2012: 2949-2952 - [c45]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. ICPR 2012: 121-124 - [c44]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. ICPR 2012: 125-128 - [c43]Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau:
Spectral clustering to model deformations for fast multimodal prostate registration. ICPR 2012: 2622-2625 - [c42]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Fabrice Mériaudeau:
A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. Medical Imaging: Image Processing 2012: 83140S - [c41]Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. Medical Imaging: Image Processing 2012: 83143M - 2011
- [j9]Mariano Cabezas, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Meritxell Bach Cuadra:
A review of atlas-based segmentation for magnetic resonance brain images. Comput. Methods Programs Biomed. 104(3): 158- (2011) - [j8]Luca Zappella, Xavier Lladó, Edoardo Provenzi, Joaquim Salvi:
Enhanced Local Subspace Affinity for feature-based motion segmentation. Pattern Recognit. 44(2): 454-470 (2011) - [j7]Xavier Lladó, Alessio Del Bue, Arnau Oliver, Joaquim Salvi, Lourdes Agapito:
Reconstruction of non-rigid 3D shapes from stereo-motion. Pattern Recognit. Lett. 32(7): 1020-1028 (2011) - [j6]Yago Diez, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí, Joan Carles Vilanova, Robert Marti:
Revisiting Intensity-Based Image Registration Applied to Mammography. IEEE Trans. Inf. Technol. Biomed. 15(5): 716-725 (2011) - [c40]Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau:
A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. DICTA 2011: 31-36 - [c39]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. DICTA 2011: 340-345 - [c38]Albert Torrent, Xavier Lladó, Jordi Freixenet, Antonio Torralba:
Simultaneous detection and segmentation for generic objects. ICIP 2011: 653-656 - [c37]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. ICIP 2011: 713-716 - [c36]Marta Peracaula, Arnau Oliver, Albert Torrent, Xavier Lladó, Jordi Freixenet, Joan Martí:
Segmenting extended structures in radio astronomical images by filtering bright compact sources and using wavelets decomposition. ICIP 2011: 2805-2808 - [c35]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau:
Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. Prostate Cancer Imaging 2011: 35-46 - [c34]Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau:
A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration. Medical Imaging: Image-Guided Procedures 2011: 79642T - [c33]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
Prostate segmentation with local binary patterns guided active appearance models. Medical Imaging: Image Processing 2011: 796218 - [c32]Luca Zappella, Alessio Del Bue, Xavier Lladó, Joaquim Salvi:
Simultaneous motion segmentation and Structure from Motion. WACV 2011: 679-684 - 2010
- [j5]Xavier Lladó, Alessio Del Bue, Lourdes Agapito:
Non-rigid metric reconstruction from perspective cameras. Image Vis. Comput. 28(9): 1339-1353 (2010) - [j4]Arnau Oliver, Xavier Lladó, Elsa Pérez, Josep Pont, Erika R. E. Denton, Jordi Freixenet, Joan Martí:
A Statistical Approach for Breast Density Segmentation. J. Digit. Imaging 23(5): 527-537 (2010) - [j3]Joaquim Salvi, Sergio Fernandez, Tomislav Pribanic, Xavier Lladó:
A state of the art in structured light patterns for surface profilometry. Pattern Recognit. 43(8): 2666-2680 (2010) - [c31]Luca Zappella, Edoardo Provenzi, Xavier Lladó, Joaquim Salvi:
Adaptive Motion Segmentation Algorithm Based on the Principal Angles Configuration. ACCV (3) 2010: 15-26 - [c30]Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau:
Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences. DICTA 2010: 587-592 - [c29]Albert Torrent, Arnau Oliver, Xavier Lladó, Robert Marti, Jordi Freixenet:
A supervised micro-calcification detection approach in digitised mammograms. ICIP 2010: 4345-4348 - [c28]Yago Diez, Arnau Oliver, Xavier Lladó, Robert Marti:
Comparison of registration methods using mamographic images. ICIP 2010: 4421-4424 - [c27]Arnau Oliver, Albert Torrent, Xavier Lladó, Joan Martí:
Automatic Diagnosis of Masses by Using Level set Segmentation and Shape Description. ICPR 2010: 2528-2531 - [c26]Albert Torrent, Marta Peracaula, Xavier Lladó, Jordi Freixenet, J. R. Sanchez-Sutil, Joan Martí, Josep M. Paredes:
Detecting Faint Compact Sources Using Local Features and a Boosting Approach. ICPR 2010: 4613-4616 - [c25]Josep Aulinas, Xavier Lladó, Joaquim Salvi, Yvan R. Petillot:
Selective Submap Joining for underwater large scale 6-DOF SLAM. IROS 2010: 2552-2557 - [c24]Arnau Oliver, Albert Torrent, Meritxell Tortajada, Xavier Lladó, Marta Peracaula, Lidia Tortajada, Melcior Sentís, Jordi Freixenet:
A Boosting Based Approach for Automatic Micro-calcification Detection. Digital Mammography / IWDM 2010: 251-258 - [c23]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
Texture Guided Active Appearance Model Propagation for Prostate Segmentation. Prostate Cancer Imaging 2010: 111-120 - [c22]Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau:
A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences. SITIS 2010: 7-11 - [c21]Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau:
Prostate Segmentation with Texture Enhanced Active Appearance Model. SITIS 2010: 18-22
2000 – 2009
- 2009
- [j2]Xavier Lladó, Arnau Oliver, Jordi Freixenet, Robert Marti, Joan Martí:
A textural approach for mass false positive reduction in mammography. Comput. Medical Imaging Graph. 33(6): 415-422 (2009) - [c20]Marc Masias, Albert Torrent, Xavier Lladó, Jordi Freixenet:
Patch Growing: Object segmentation using spatial coherence of local patches. CCIA 2009: 65-73 - [c19]Josep Aulinas, Xavier Lladó, Yvan R. Petillot, Joaquim Salvi:
Independent Local Mapping for Large-Scale SLAM. ECMR 2009: 67-72 - [c18]Luca Zappella, Xavier Lladó, Joaquim Salvi:
Enhanced Model Selection for motion segmentation. ICIP 2009: 4053-4056 - 2008
- [j1]Joaquim Salvi, Elisabet Batlle, Carles Matabosch, Xavier Lladó:
Overview of surface registration techniques including loop minimization for three-dimensional modeling and visual inspection. J. Electronic Imaging 17(3): 031103 (2008) - [c17]Josep Aulinas, Yvan R. Petillot, Joaquim Salvi, Xavier Lladó:
The SLAM problem: a survey. CCIA 2008: 363-371 - [c16]Luca Zappella, Xavier Lladó, Joaquim Salvi:
Motion Segmentation: a Review. CCIA 2008: 398-407 - [c15]Xavier Lladó, Alessio Del Bue, Lourdes Agapito:
Recovering Euclidean deformable models from stereo-motion. ICPR 2008: 1-4 - [c14]Albert Torrent, Anton Bardera, Arnau Oliver, Jordi Freixenet, Imma Boada, Miguel Feixes, Robert Marti, Xavier Lladó, Josep Pont, Elsa Pérez, Salvador Pedraza, Joan Martí:
Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques. Digital Mammography / IWDM 2008: 9-16 - 2007
- [c13]Arnau Oliver, Xavier Lladó, Joan Martí, Robert Marti, Jordi Freixenet:
False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA. IbPRIA (2) 2007: 154-161 - [c12]Alessio Del Bue, Xavier Lladó, Lourdes Agapito:
Segmentation of Rigid Motion from Non-rigid 2D Trajectories. IbPRIA (1) 2007: 491-498 - [c11]Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí:
False Positive Reduction in Mammographic Mass Detection Using Local Binary Patterns. MICCAI (1) 2007: 286-293 - 2006
- [c10]Alessio Del Bue, Xavier Lladó, Lourdes Agapito:
Non-Rigid Metric Shape and Motion Recovery from Uncalibrated Images Using Priors. CVPR (1) 2006: 1191-1198 - [c9]Xavier Lladó, Alessio Del Bue, Lourdes Agapito:
Euclidean Reconstruction of Deformable Structure Using a Perspective Camera with Varying Intrinsic Parameters. ICPR (1) 2006: 139-142 - 2005
- [c8]Alessio Del Bue, Xavier Lladó, Lourdes Agapito:
Non-rigid Face Modelling Using Shape Priors. AMFG 2005: 97-108 - [c7]Xavier Lladó, Alessio Del Bue, Lourdes Agapito:
Non-rigid 3D Factorization for Projective Reconstruction. BMVC 2005 - 2004
- [b1]Xavier Lladó:
Texture recognition under varying imaging geometries. University of Girona, Spain, 2004 - [c6]Jordi Freixenet, Xavier Muñoz, Joan Martí, Xavier Lladó:
Colour Texture Segmentation by Region-Boundary Cooperation. ECCV (2) 2004: 250-261 - 2003
- [c5]Xavier Lladó, Arnau Oliver, Maria Petrou, Jordi Freixenet, Joan Martí:
Simultaneous surface texture classification and illumination tilt angle prediction. BMVC 2003: 1-10 - [c4]Xavier Lladó, Joan Martí, Maria Petrou:
Classification of textures seen from different distances and under varying illumination direction. ICIP (1) 2003: 833-836 - 2002
- [c3]Xavier Lladó, Joan Martí, Maria Petrou:
Image Texture Prediction Using Colour Photometric Stereo. CCIA 2002: 355-363 - [c2]Xavier Lladó, Maria Petrou:
Classifying Textures when Seen from Different Distances. ICPR (2) 2002: 909-912 - 2000
- [c1]Jordi Freixenet, Xavier Lladó, Joan Martí, Xavier Cufí:
Use of Decision Trees in Colour Feature Selection. Application to Object Recognition in Outdoor Scenes. ICIP 2000: 496-499
Coauthor Index
Josep Comet
aka: Josep Comet-Batlle
aka: Josep Comet-Batlle
Yago Diez Donoso
aka: Yago Diez
aka: Yago Diez
Robert Martí
aka: Robert Marti
aka: Robert Marti
[j48] [j47] [i12] [j46] [j45] [j44] [j43] [i10] [j41] [j40] [j39] [j38] [j37] [j36] [i9] [j33] [j31] [c64] [i7] [i6] [i5] [i4] [j30] [j29] [c62] [i3] [i2] [i1] [j27] [j26] [c60] [c59] [j23] [j21] [j20] [j19] [c55] [c54] [j17] [c53] [j15] [j14] [j13] [j12] [j11] [j10] [c51] [c50] [c49] [c48] [c46] [c45] [c44] [c43] [c42] [c41] [j9] [j7] [j6] [c40] [c39] [c37] [c36] [c35] [c34] [c33] [j4] [c30] [c29] [c28] [c27] [c24] [c23] [c22] [c21] [j2] [c14] [c13] [c11] [c5]
Desire Sidibé
aka: Désiré Sidibé
aka: Désiré Sidibé
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