Henry Völzke

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 37

Top Topics

Visual Analytics

Fully Automated

Subspace Clustering

Top Venues

Bildverarbeitung für die Medizin

Publications

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 (2024)
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 (2023)
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)
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) (2021)
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)
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 (2021)
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 (2021)
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 (2020)
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) (2020)
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 (2020)
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) (2019)
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)
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)
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)
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 (2018)
Philip Dietrich, Catherine Schmidt, Henry Völzke, Achim Beule, Florentin Wörgötter, Tatyana Ivanovska
Effiziente Segmentierung trachealer Strukturen in MRI-Aufnahmen. Bildverarbeitung für die Medizin (2018)
Miro Schleicher, Till Ittermann, Uli Niemann, Henry Völzke, Myra Spiliopoulou
ICE: Interactive Classification Rule Exploration on Epidemiological Data. CBMS (2017)
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, C. 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) (2017)
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) (2017)
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 (2017)
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)
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)
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 (2017)
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)
Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn
Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering. CBMS (2016)
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 (2016)
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) (2016)
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) (2015)
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)
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)
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)
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)
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) (2015)
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 (2015)
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 (2015)
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) (2015)
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) (2015)
Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn
Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis. CBMS (2014)
Uli Niemann, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn
Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets. ECML/PKDD (3) (2014)
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) (2014)
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)
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)
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) (2014)
Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn
Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder. IDA (2014)
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)
Tatyana Ivanovska, Johannes Dober, René Laqua, Katrin Hegenscheid, Henry Völzke
Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disoders. ISVC (1) (2013)
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)
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)
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) (2012)
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) (2012)
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)
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)
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) (2011)