Automatic trachea segmentation and evaluation from MRI data using intensity pre-clustering and graph cuts. - Tetyana Ivanovska; Elisabeth Buttke; René Laqua; Henry Völzke; Achim Beule (ISPA, 2011)

GPU implementations of a relaxation scheme for image partitioning: GLSL versus CUDA. - Tetyana Ivanovska; Lars Linsen; Horst K. Hahn; Henry Völzke (Comput. Vis. Sci., 2011)

Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data. - Paul Klemm; Steffen Oeltze; Katrin Hegenscheid; Henry Völzke; Klaus D. Tönnies; Bernhard Preim (VMV, 2012)

A fast and accurate automatic lung segmentation and volumetry method for MR data used in epidemiological studies. - Tetyana Ivanovska; Katrin Hegenscheid; René Laqua; Jens-Peter Kühn; Sven Gläser; Ralf Ewert; Norbert Hosten; Ralf Puls; Henry Völzke (Comput. Medical Imaging Graph., 2012)

Prior Shape Level Set Segmentation on Multistep Generated Probability Maps of MR Datasets for Fully Automatic Kidney Parenchyma Volumetry. - Oliver Gloger; Klaus D. Tönnies; Volkmar Liebscher; Bernd Kugelmann; René Laqua; Henry Völzke (IEEE Trans. Medical Imaging, 2012)

Fast Implementations of the Levelset Segmentation Method With Bias Field Correction in MR Images: Full Domain and Mask-Based Versions. - Tatyana Ivanovska; René Laqua; Lei Wang 025; Henry Völzke; Katrin Hegenscheid (IbPRIA, 2013)

A fast global variational bias field correction method for MR images. - Tatyana Ivanovska; Lei Wang 025; René Laqua; Katrin Hegenscheid; Henry Völzke; Volkmar Liebscher (ISPA, 2013)

Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disoders. - Tatyana Ivanovska; Johannes Dober; René Laqua; Katrin Hegenscheid; Henry Völzke (ISVC (1), 2013)

Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. - Paul Klemm; Kai Lawonn; Marko Rak; Bernhard Preim; Klaus D. Tönnies; Katrin Hegenscheid; Henry Völzke; Steffen Oeltze (VMV, 2013)

Clustering Socio-Demographic and Medical Attribute Data in Cohort Studies. - Paul Klemm; Lisa Frauenstein; David Perlich; Katrin Hegenscheid; Henry Völzke; Bernhard Preim (Bildverarbeitung für die Medizin, 2014)

Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis. - Tommy Hielscher; Myra Spiliopoulou; Henry Völzke; Jens-Peter Kühn (CBMS, 2014)

Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder. - Tommy Hielscher; Myra Spiliopoulou; Henry Völzke; Jens-Peter Kühn (IDA, 2014)

Fully Automatic Renal Parenchyma Volumetry in LDA-based Probability Maps Using Variational Outer Cortex Edge Alignment Forces. - Oliver Gloger; Volkmar Liebscher; Klaus D. Tönnies; Henry Völzke (IWBBIO, 2014)

Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets. - Uli Niemann; Myra Spiliopoulou; Henry Völzke; Jens-Peter Kühn (ECML/PKDD (3), 2014)

Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis. - Uli Niemann; Henry Völzke; Jens-Peter Kühn; Myra Spiliopoulou (Expert Syst. Appl., 2014)

Interactive Visual Analysis of Image-Centric Cohort Study Data. - Paul Klemm; Steffen Oeltze-Jafra; Kai Lawonn; Katrin Hegenscheid; Henry Völzke; Bernhard Preim (IEEE Trans. Vis. Comput. Graph., 2014)

Automated Breast Volume of Interest Selection by Analysing Breast-Air Boundaries in MRI. - Tatyana Ivanovska; Lei Wang 025; Henry Völzke; Katrin Hegenscheid (Bildverarbeitung für die Medizin, 2015)

Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution? - Uli Niemann; Tommy Hielscher; Myra Spiliopoulou; Henry Völzke; Jens-Peter Kühn (CBMS, 2015)

Interactive Visual Analysis of Lumbar Back Pain - What the Lumbar Spine Tells About Your Life. - Paul Klemm; Sylvia Glaßer; Kai Lawonn; Marko Rak; Henry Völzke; Katrin Hegenscheid; Bernhard Preim (IVAPP, 2015)

Automatic Pharynx Segmentation from MRI Data for Obstructive Sleep Apnea Analysis. - Muhammad Laiq Ur Rahman Shahid; Teodora Chitiboi; Tatyana Ivanovska; Vladimir Molchanov; Henry Völzke; Horst K. Hahn; Lars Linsen (VISAPP (1), 2015)

Visual Analytics of Image-Centric Cohort Studies in Epidemiology. - Bernhard Preim; Paul Klemm; Helwig Hauser; Katrin Hegenscheid; Steffen Oeltze; Klaus D. Tönnies; Henry Völzke (CoRR, 2015)

Automatic Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disorders. - Tatyana Ivanovska; René Laqua; Muhammad Laiq Ur Rahman Shahid; Lars Linsen; Katrin Hegenscheid; Henry Völzke (Int. J. Artif. Intell. Tools, 2015)

Image analysis in epidemiological applications. - Klaus D. Tönnies; Oliver Gloger; Marko Rak; Charlotte Winkler; Paul Klemm; Bernhard Preim; Henry Völzke (it Inf. Technol., 2015)

Association between waist circumference and gray matter volume in 2344 individuals from two adult community-based samples. - 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 (NeuroImage, 2015)

Fully Automated Glottis Segmentation in Endoscopic Videos Using Local Color and Shape Features of Glottal Regions. - Oliver Gloger; Bernhard Lehnert; Andreas Schrade; Henry Völzke (IEEE Trans. Biomed. Eng., 2015)

Fully Automated Renal Tissue Volumetry in MR Volume Data Using Prior-Shape-Based Segmentation in Subject-Specific Probability Maps. - Oliver Gloger; Klaus D. Tönnies; René Laqua; Henry Völzke (IEEE Trans. Biomed. Eng., 2015)

Lung Segmentation of MR Images: A Review. - Tatyana Ivanovska; Katrin Hegenscheid; René Laqua; Sven Gläser; Ralf Ewert; Henry Völzke (Visualization in Medicine and Life Sciences III, 2016)

Visual Analytics of Image-Centric Cohort Studies in Epidemiology. - Bernhard Preim; Paul Klemm; Helwig Hauser; Katrin Hegenscheid; Steffen Oeltze; Klaus D. Tönnies; Henry Völzke (Visualization in Medicine and Life Sciences III, 2016)

Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering. - Tommy Hielscher; Myra Spiliopoulou; Henry Völzke; Jens-Peter Kühn (CBMS, 2016)

An efficient level set method for simultaneous intensity inhomogeneity correction and segmentation of MR images. - Tatyana Ivanovska; René Laqua; Lei Wang 025; Andrea Schenk; Jeong Hee Yoon; Katrin Hegenscheid; Henry Völzke; Volkmar Liebscher (Comput. Medical Imaging Graph., 2016)

3D Regression Heat Map Analysis of Population Study Data. - Paul Klemm; Kai Lawonn; Sylvia Glaßer; Uli Niemann; Katrin Hegenscheid; Henry Völzke; Bernhard Preim (IEEE Trans. Vis. Comput. Graph., 2016)

Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data. - Uli Niemann; Myra Spiliopoulou; Bernhard Preim; Till Ittermann; Henry Völzke (CBMS, 2017)

ICE: Interactive Classification Rule Exploration on Epidemiological Data. - Miro Schleicher; Till Ittermann; Uli Niemann; Henry Völzke; Myra Spiliopoulou (CBMS, 2017)

Visual Analytics of Missing Data in Epidemiological Cohort Studies. - Shiva Alemzadeh; Uli Niemann; Till Ittermann; Henry Völzke; Daniel Schneider; Myra Spiliopoulou; Bernhard Preim (VCBM, 2017)

Subpopulation Discovery and Validation in Epidemiological Data. - Shiva Alemzadeh; Tommy Hielscher; Uli Niemann; Lena Cibulski; Till Ittermann; Henry Völzke; Myra Spiliopoulou; Bernhard Preim (EuroVA@EuroVis, 2017)

Automatic MRI segmentation of para-pharyngeal fat pads using interactive visual feature space analysis for classification. - Muhammad Laiq Ur Rahman Shahid; Teodora Chitiboi; Tetyana Ivanovska; Vladimir Molchanov; Henry Völzke; Lars Linsen (BMC Medical Imaging, 2017)

Visual Subpopulation Discovery and Validation in Cohort Study Data. - Shiva Alemzadeh; Tommy Hielscher; Uli Niemann; Lena Cibulski; Till Ittermann; Henry Völzke; Myra Spiliopoulou; Bernhard Preim (CoRR, 2017)

Automatic identification of variables in epidemiological datasets using logic regression. - 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; et al. (BMC Medical Informatics Decis. Mak., 2017)

Domains of physical activity and brain volumes: A population-based study. - 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 (NeuroImage, 2017)

Effiziente Segmentierung trachealer Strukturen in MRI-Aufnahmen. - Philip Dietrich; Catherine Schmidt; Henry Völzke; Achim Beule; Florentin Wörgötter; Tatyana Ivanovska (Bildverarbeitung für die Medizin, 2018)

Segmentierung von Brustvolumina in Magnetresonanztomographiedaten unter der Verwendung von Deep Learning. - Thomas G. Jentschke; Katrin Hegenscheid; Henry Völzke; Florentin Wörgötter; Tatyana Ivanovska (Bildverarbeitung für die Medizin, 2018)

Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study. - Paras Multani; Uli Niemann; Mario A. Cypko; Jens-Peter Kuehn; Henry Völzke; Steffen Oeltze-Jafra; Myra Spiliopoulou (CBMS, 2018)

Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis. - Tommy Hielscher; Henry Völzke; Panagiotis Papapetrou; Myra Spiliopoulou (SAC, 2018)

A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data. - Tommy Hielscher; Uli Niemann; Bernhard Preim; Henry Völzke; Till Ittermann; Myra Spiliopoulou (Expert Syst. Appl., 2018)

A deep learning framework for efficient analysis of breast volume and fibroglandular tissue using MR data with strong artifacts. - Tatyana Ivanovska; Thomas G. Jentschke; Amro Daboul; Katrin Hegenscheid; Henry Völzke; Florentin Wörgötter (Int. J. Comput. Assist. Radiol. Surg., 2019)

Visual Analysis of Missing Values in Longitudinal Cohort Study Data. - Shiva Alemzadeh; Uli Niemann; Till Ittermann; Henry Völzke; Daniel Schneider; Myra Spiliopoulou; Katja Bühler; Bernhard Preim (Comput. Graph. Forum, 2020)

Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. - Vishnu M. Bashyam; Jimit Doshi; Güray Erus; Dhivya Srinivasan; Ahmed Abdulkadir; Mohamad Habes; Yong Fan 001; Colin L. Masters; Paul Maruff; Chuanjun Zhuo; Henry Völzke; Sterling C. Johnson; et al. (CoRR, 2020)

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. - Raymond Pomponio; Güray Erus; Mohamad Habes; Jimit Doshi; Dhivya Srinivasan; Elizabeth Mamourian; Vishnu Bashyam; Ilya M. Nasrallah; Theodore D. Satterthwaite; Yong Fan 001; Lenore J. Launer; Colin L. Masters; et al. (NeuroImage, 2020)

A deep cascaded segmentation of obstructive sleep apnea-relevant organs from sagittal spine MRI. - Tatyana Ivanovska; Amro Daboul; Oleksandr Kalentev; Norbert Hosten; Reiner Biffar; Henry Völzke; Florentin Wörgötter (Int. J. Comput. Assist. Radiol. Surg., 2021)

Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. - 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; et al. (CoRR, 2021)

An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling. - 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; et al. (CoRR, 2021)

From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach. - Ann-Kristin Becker; Marcus Dörr; Stephan B. Felix; Fabian Frost; Hans Jörgen Grabe; Markus M. Lerch; Matthias Nauck; Uwe Völker; Henry Völzke; Lars Kaderali (PLoS Comput. Biol., 2021)

Conducting an Epidemiologic Study and Making It FAIR: Reusable Tools and Procedures from a Population-Based Cohort Study. - 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 (MIE, 2023)

DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features. - 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; et al. (CoRR, 2023)

TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images. - 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 005; et al. (CoRR, 2024)

MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI. - Robert Graf; Hendrik Kristian Möller; Sophie Starck; Matan Atad; Philipp Braun; Jonathan K. Stelter; Annette Peters; Lilian Krist; Stefan Willich; Henry Völzke; Robin Bülow; Klaus Berger; et al. (CoRR, 2025)