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2020 – today
- 2024
[i7]Robert Graf
, Paul-Sören Platzek, Evamaria Olga Riedel, Constanze Ramschütz, Sophie Starck, Hendrik Kristian Möller, Matan Atad, Henry Völzke, Robin Bülow, Carsten Oliver Schmidt, Julia Rüdebusch, Matthias Jung, Marco Reisert, Jakob Weiss, Maximilian Löffler, Fabian Bamberg, Bene Wiestler, Johannes C. Paetzold, Daniel Rueckert, Jan Stefan Kirschke:
TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images. CoRR abs/2406.00125 (2024)- 2023
- [c25]Carsten Oliver Schmidt, Stephan Struckmann, Maik Scholz, Adrian Richter, Achim Reineke, Elisa Kasbohm, Joany Mariño Coronado, Birgit Schauer, Darko Balke, Torsten Leddig, Henry Völzke, Jörg Henke:
Conducting an Epidemiologic Study and Making It FAIR: Reusable Tools and Procedures from a Population-Based Cohort Study. MIE 2023: 871-875 - [i6]Vladimir Belov, Tracy Erwin-Grabner, Ling-Li Zeng, Christopher R. K. Ching, André Aleman, Alyssa R. Amod, Zeynep Basgoze, Francesco Benedetti, Bianca Besteher, Katharina Brosch, Robin Bülow, Romain Colle, Colm G. Connolly, Emmanuelle Corruble, Baptiste Couvy-Duchesne, Kathryn Cullen, Udo Dannlowski, Christopher G. Davey, Annemiek Dols, Jan Ernsting, Jennifer W. Evans, Lukas Fisch, Paola Fuentes-Claramonte, Ali Saffet Gonul, Ian H. Gotlib, Hans Jörgen Grabe, Nynke A. Groenewold, Dominik Grotegerd, Tim Hahn, J. Paul Hamilton, Laura K. M. Han, Ben J. Harrison, Tiffany C. Ho, Neda Jahanshad, Alec J. Jamieson, Andriana Karuk, Tilo Kircher, Bonnie Klimes-Dougan, Sheri-Michelle Koopowitz, Thomas M. Lancaster, Ramona Leenings, Meng Li, David E. J. Linden, Frank P. MacMaster, David M. A. Mehler, Susanne Meinert, Elisa Melloni, Bryon A. Mueller, Benson Mwangi, Igor Nenadic, Amar Ojha, Yasumasa Okamoto, Mardien L. Oudega, Brenda W. J. H. Penninx, Sara Poletti, Edith Pomarol-Clotet, Maria J. Portella, Elena Pozzi, Joaquim Radua, Elena Rodríguez-Cano, Matthew D. Sacchet, Raymond Salvador, Anouk Schrantee, Kang Sim, Jair C. Soares, Aleix Solanes, Dan J. Stein, Frederike Stein, Aleks Stolicyn, Sophia I. Thomopoulos, Yara J. Toenders, Aslihan Uyar-Demir, Eduard Vieta, Yolanda Vives-Gilabert, Henry Völzke, Martin Walter, Heather C. Whalley, Sarah Whittle, Nils R. Winter, Katharina Wittfeld, Margaret J. Wright, Mon-Ju Wu, Tony T. Yang, Carlos Zarate, Dick J. Veltman, Lianne Schmaal, Paul M. Thompson, Roberto Goya-Maldonado:
DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features. CoRR abs/2311.11046 (2023) - 2021
- [j21]Tatyana Ivanovska, Amro Daboul, Oleksandr Kalentev, Norbert Hosten, Reiner Biffar, Henry Völzke, Florentin Wörgötter:
A deep cascaded segmentation of obstructive sleep apnea-relevant organs from sagittal spine MRI. Int. J. Comput. Assist. Radiol. Surg. 16(4): 579-588 (2021) - [j20]Ann-Kristin Becker, Marcus Dörr, Stephan B. Felix, Fabian Frost, Hans Jörgen Grabe, Markus M. Lerch, Matthias Nauck, Uwe Völker, Henry Völzke, Lars Kaderali:
From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach. PLoS Comput. Biol. 17(2) (2021) - [i5]Lukas Fisch, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Niklas Wulms, Heike Minnerup, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Annette Peters, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Bernhard T. Baune, Tilo Kircher, Benjamin Risse, Udo Dannlowski, Klaus Berger, Tim Hahn:
Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. CoRR abs/2103.11695 (2021) - [i4]Tim Hahn, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Lukas Fisch, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, Harald Kugel, Tilo Kircher, Benjamin Risse, Christian Gaser, James H. Cole, Udo Dannlowski, Klaus Berger:
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling. CoRR abs/2107.07977 (2021) - 2020
- [j19]Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Katja Bühler, Bernhard Preim:
Visual Analysis of Missing Values in Longitudinal Cohort Study Data. Comput. Graph. Forum 39(1): 63-75 (2020) - [j18]Raymond Pomponio, Güray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Christos Davatzikos:
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. NeuroImage 208: 116450 (2020) - [i3]Vishnu M. Bashyam, Jimit Doshi, Güray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans Jörgen Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos:
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. CoRR abs/2010.05355 (2020)
2010 – 2019
- 2019
- [j17]Tatyana Ivanovska, Thomas G. Jentschke, Amro Daboul, Katrin Hegenscheid, Henry Völzke, Florentin Wörgötter:
A deep learning framework for efficient analysis of breast volume and fibroglandular tissue using MR data with strong artifacts. Int. J. Comput. Assist. Radiol. Surg. 14(10): 1627-1633 (2019) - 2018
- [j16]Tommy Hielscher, Uli Niemann, Bernhard Preim, Henry Völzke, Till Ittermann, Myra Spiliopoulou:
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data. Expert Syst. Appl. 113: 147-160 (2018) - [c24]Thomas G. Jentschke, Katrin Hegenscheid, Henry Völzke, Florentin Wörgötter, Tatyana Ivanovska:
Segmentierung von Brustvolumina in Magnetresonanztomographiedaten unter der Verwendung von Deep Learning. Bildverarbeitung für die Medizin 2018: 182-187 - [c23]Philip Dietrich, Catherine Schmidt, Henry Völzke, Achim Beule, Florentin Wörgötter, Tatyana Ivanovska:
Effiziente Segmentierung trachealer Strukturen in MRI-Aufnahmen. Bildverarbeitung für die Medizin 2018: 194-199 - [c22]Paras Multani, Uli Niemann, Mario A. Cypko, Jens-Peter Kuehn, Henry Völzke, Steffen Oeltze-Jafra, Myra Spiliopoulou:
Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. CBMS 2018: 88-93 - [c21]Tommy Hielscher, Henry Völzke, Panagiotis Papapetrou, Myra Spiliopoulou:
Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis. SAC 2018: 6-13 - 2017
- [j15]Muhammad Laiq Ur Rahman Shahid, Teodora Chitiboi, Tetyana Ivanovska, Vladimir Molchanov, Henry Völzke, Lars Linsen:
Automatic MRI segmentation of para-pharyngeal fat pads using interactive visual feature space analysis for classification. BMC Medical Imaging 17(1): 15:1-15:13 (2017) - [j14]Matthias W. Lorenz, Negin Ashtiani Abdi, Frank Scheckenbach, Anja Pflug, Alpaslan Bülbül, Alberico L. Catapano, Stefan Agewall, Marat Ezhov, Michiel L. Bots, Stefan Kiechl, Andreas Orth, Giuseppe D. Norata, Jean Philippe Empana, Hung-Ju Lin, Stela McLachlan, Lena Bokemark, Kimmo Ronkainen, Mauro Amato, Ulf Schminke, Sathanur R. Srinivasan, Lars Lind, Akihiko Kato, Chrystosomos Dimitriadis, Tadeusz Przewlocki, Shuhei Okazaki, Coen D. A. Stehouwer, Tatjana Lazarevic, Peter Willeit, David N. Yanez, Helmuth Steinmetz, Dirk Sander, Holger Poppert, Moise Desvarieux, Mohammad Arfan Ikram, Sebastjan Bevc, Daniel Staub, Cesare R. Sirtori, Bernhard Iglseder, Gunnar Engström, Giovanni Tripepi, Oscar Beloqui, Moo-Sik Lee, Alfonsa Friera, Wuxiang Xie, Liliana Grigore, Matthieu Plichart, Ta-Chen Su, Christine Robertson, Caroline Schmidt, Tomi-Pekka Tuomainen, Fabrizio Veglia, Henry Völzke, Giel Nijpels, Aleksandar Jovanovic, Johann Willeit, Ralph L. Sacco, Oscar H. Franco, Radovan Hojs, Heiko Uthoff, Bo Hedblad, Hyun Woong Park, Carmen Z. Suarez, Dong Zhao, Pierre Ducimetiere, Kuo-Liong Chien, Jackie F. Price, Göran Bergström, Jussi Kauhanen, Elena Tremoli, Marcus Dörr, Gerald Berenson, Aikaterini Papagianni, Anna Kablak-Ziembicka, Kazuo Kitagawa, Jaqueline M. Dekker, Radojica Stolic, Joseph F. Polak, Matthias Sitzer, Horst Bickel, Tatjana Rundek, Albert Hofman, Robert Ekart, Beat Frauchiger, Samuela Castelnuovo, Maria Rosvall, Carmine Zoccali, Manuel F. Landecho, Jang-Ho Bae, Rafael Gabriel, Jing Liu, Damiano Baldassarre, Maryam Kavousi:
Automatic identification of variables in epidemiological datasets using logic regression. BMC Medical Informatics Decis. Mak. 17(1): 40:1-40:11 (2017) - [j13]Carmen Jochem, Sebastian E. Baumeister, Katharina Wittfeld, Michael F. Leitzmann, Martin Bahls, Ulf Schminke, Marcello R. P. Markus, Stephan B. Felix, Henry Völzke, Katrin Hegenscheid, Marcus Dörr, Hans Jörgen Grabe:
Domains of physical activity and brain volumes: A population-based study. NeuroImage 156: 101-108 (2017) - [c20]Uli Niemann, Myra Spiliopoulou, Bernhard Preim, Till Ittermann, Henry Völzke:
Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data. CBMS 2017: 582-587 - [c19]Miro Schleicher, Till Ittermann, Uli Niemann, Henry Völzke, Myra Spiliopoulou:
ICE: Interactive Classification Rule Exploration on Epidemiological Data. CBMS 2017: 606-611 - [c18]Shiva Alemzadeh, Uli Niemann, Till Ittermann, Henry Völzke, Daniel Schneider, Myra Spiliopoulou, Bernhard Preim:
Visual Analytics of Missing Data in Epidemiological Cohort Studies. VCBM 2017: 43-51 - [c17]Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim:
Subpopulation Discovery and Validation in Epidemiological Data. EuroVA@EuroVis 2017: 43-47 - [i2]Shiva Alemzadeh, Tommy Hielscher, Uli Niemann, Lena Cibulski, Till Ittermann, Henry Völzke, Myra Spiliopoulou, Bernhard Preim:
Visual Subpopulation Discovery and Validation in Cohort Study Data. CoRR abs/1711.09377 (2017) - 2016
- [j12]Tatyana Ivanovska, René Laqua, Lei Wang, Andrea Schenk, Jeong Hee Yoon, Katrin Hegenscheid, Henry Völzke, Volkmar Liebscher:
An efficient level set method for simultaneous intensity inhomogeneity correction and segmentation of MR images. Comput. Medical Imaging Graph. 48: 9-20 (2016) - [j11]Paul Klemm, Kai Lawonn, Sylvia Glaßer, Uli Niemann, Katrin Hegenscheid, Henry Völzke, Bernhard Preim:
3D Regression Heat Map Analysis of Population Study Data. IEEE Trans. Vis. Comput. Graph. 22(1): 81-90 (2016) - [c16]Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering. CBMS 2016: 207-212 - [p2]Tatyana Ivanovska, Katrin Hegenscheid, René Laqua, Sven Gläser, Ralf Ewert, Henry Völzke:
Lung Segmentation of MR Images: A Review. Visualization in Medicine and Life Sciences III 2016: 3-24 - [p1]Bernhard Preim, Paul Klemm, Helwig Hauser, Katrin Hegenscheid, Steffen Oeltze, Klaus D. Tönnies, Henry Völzke:
Visual Analytics of Image-Centric Cohort Studies in Epidemiology. Visualization in Medicine and Life Sciences III 2016: 221-248 - 2015
- [j10]Tatyana Ivanovska, René Laqua, Muhammad Laiq Ur Rahman Shahid, Lars Linsen, Katrin Hegenscheid, Henry Völzke:
Automatic Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disorders. Int. J. Artif. Intell. Tools 24(4): 1550018:1-1550018:15 (2015) - [j9]Klaus D. Tönnies, Oliver Gloger, Marko Rak, Charlotte Winkler, Paul Klemm, Bernhard Preim, Henry Völzke:
Image analysis in epidemiological applications. it Inf. Technol. 57(1): 22-29 (2015) - [j8]Deborah Janowitz, Katharina Wittfeld, Jan Terock, Harald Jürgen Freyberger, Katrin Hegenscheid, Henry Völzke, Mohamad Habes, Norbert Hosten, Nele Friedrich, Matthias Nauck, Grazyna Domanska, Hans Jörgen Grabe:
Association between waist circumference and gray matter volume in 2344 individuals from two adult community-based samples. NeuroImage 122: 149-157 (2015) - [j7]Oliver Gloger, Bernhard Lehnert, Andreas Schrade, Henry Völzke:
Fully Automated Glottis Segmentation in Endoscopic Videos Using Local Color and Shape Features of Glottal Regions. IEEE Trans. Biomed. Eng. 62(3): 795-806 (2015) - [j6]Oliver Gloger, Klaus D. Tönnies, René Laqua, Henry Völzke:
Fully Automated Renal Tissue Volumetry in MR Volume Data Using Prior-Shape-Based Segmentation in Subject-Specific Probability Maps. IEEE Trans. Biomed. Eng. 62(10): 2338-2351 (2015) - [c15]Tatyana Ivanovska, Lei Wang, Henry Völzke, Katrin Hegenscheid:
Automated Breast Volume of Interest Selection by Analysing Breast-Air Boundaries in MRI. Bildverarbeitung für die Medizin 2015: 11-16 - [c14]Uli Niemann, Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution? CBMS 2015: 121-126 - [c13]Paul Klemm, Sylvia Glaßer, Kai Lawonn, Marko Rak, Henry Völzke, Katrin Hegenscheid, Bernhard Preim:
Interactive Visual Analysis of Lumbar Back Pain - What the Lumbar Spine Tells About Your Life. IVAPP 2015: 85-92 - [c12]Muhammad Laiq Ur Rahman Shahid, Teodora Chitiboi, Tatyana Ivanovska, Vladimir Molchanov, Henry Völzke, Horst K. Hahn, Lars Linsen:
Automatic Pharynx Segmentation from MRI Data for Obstructive Sleep Apnea Analysis. VISAPP (1) 2015: 599-608 - [i1]Bernhard Preim, Paul Klemm, Helwig Hauser, Katrin Hegenscheid, Steffen Oeltze, Klaus D. Tönnies, Henry Völzke:
Visual Analytics of Image-Centric Cohort Studies in Epidemiology. CoRR abs/1501.04009 (2015) - 2014
- [j5]Uli Niemann, Henry Völzke, Jens-Peter Kühn, Myra Spiliopoulou:
Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis. Expert Syst. Appl. 41(11): 5405-5415 (2014) - [j4]Paul Klemm, Steffen Oeltze-Jafra, Kai Lawonn, Katrin Hegenscheid, Henry Völzke, Bernhard Preim:
Interactive Visual Analysis of Image-Centric Cohort Study Data. IEEE Trans. Vis. Comput. Graph. 20(12): 1673-1682 (2014) - [c11]Paul Klemm, Lisa Frauenstein, David Perlich, Katrin Hegenscheid, Henry Völzke, Bernhard Preim:
Clustering Socio-Demographic and Medical Attribute Data in Cohort Studies. Bildverarbeitung für die Medizin 2014: 180-185 - [c10]Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis. CBMS 2014: 1-7 - [c9]Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder. IDA 2014: 120-130 - [c8]Oliver Gloger, Volkmar Liebscher, Klaus D. Tönnies, Henry Völzke:
Fully Automatic Renal Parenchyma Volumetry in LDA-based Probability Maps Using Variational Outer Cortex Edge Alignment Forces. IWBBIO 2014: 1207-1218 - [c7]Uli Niemann, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets. ECML/PKDD (3) 2014: 460-463 - 2013
- [c6]Tatyana Ivanovska, René Laqua, Lei Wang, Henry Völzke, Katrin Hegenscheid:
Fast Implementations of the Levelset Segmentation Method With Bias Field Correction in MR Images: Full Domain and Mask-Based Versions. IbPRIA 2013: 674-681 - [c5]Tatyana Ivanovska, Lei Wang, René Laqua, Katrin Hegenscheid, Henry Völzke, Volkmar Liebscher:
A fast global variational bias field correction method for MR images. ISPA 2013: 667-671 - [c4]Tatyana Ivanovska, Johannes Dober, René Laqua, Katrin Hegenscheid, Henry Völzke:
Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disoders. ISVC (1) 2013: 20-29 - [c3]Paul Klemm, Kai Lawonn, Marko Rak, Bernhard Preim, Klaus D. Tönnies, Katrin Hegenscheid, Henry Völzke, Steffen Oeltze:
Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. VMV 2013: 121-128 - 2012
- [j3]Tetyana Ivanovska, Katrin Hegenscheid, René Laqua, Jens-Peter Kühn, Sven Gläser, Ralf Ewert, Norbert Hosten, Ralf Puls, Henry Völzke:
A fast and accurate automatic lung segmentation and volumetry method for MR data used in epidemiological studies. Comput. Medical Imaging Graph. 36(4): 281-293 (2012) - [j2]Oliver Gloger, Klaus D. Tönnies, Volkmar Liebscher, Bernd Kugelmann, René Laqua, Henry Völzke:
Prior Shape Level Set Segmentation on Multistep Generated Probability Maps of MR Datasets for Fully Automatic Kidney Parenchyma Volumetry. IEEE Trans. Medical Imaging 31(2): 312-325 (2012) - [c2]Paul Klemm, Steffen Oeltze, Katrin Hegenscheid, Henry Völzke, Klaus D. Tönnies, Bernhard Preim:
Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data. VMV 2012: 221-222 - 2011
- [j1]Tetyana Ivanovska, Lars Linsen, Horst K. Hahn, Henry Völzke:
GPU implementations of a relaxation scheme for image partitioning: GLSL versus CUDA. Comput. Vis. Sci. 14(5): 217-226 (2011) - [c1]Tetyana Ivanovska, Elisabeth Buttke, René Laqua, Henry Völzke, Achim Beule:
Automatic trachea segmentation and evaluation from MRI data using intensity pre-clustering and graph cuts. ISPA 2011: 513-518
Coauthor Index
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