Henry Völzke
Orcid: 0000-0001-7003-399X
According to our database1,
Henry Völzke
authored at least 55 papers
between 2011 and 2024.
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Bibliography
2024
TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images.
CoRR, 2024
2023
DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features.
CoRR, 2023
Conducting an Epidemiologic Study and Making It FAIR: Reusable Tools and Procedures from a Population-Based Cohort Study.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023
2021
From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach.
PLoS Comput. Biol., 2021
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling.
CoRR, 2021
Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks.
CoRR, 2021
A deep cascaded segmentation of obstructive sleep apnea-relevant organs from sagittal spine MRI.
Int. J. Comput. Assist. Radiol. Surg., 2021
2020
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan.
NeuroImage, 2020
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging.
CoRR, 2020
Comput. Graph. Forum, 2020
2019
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., 2019
2018
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data.
Expert Syst. Appl., 2018
Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
Building a Bayesian Network to Understand the Interplay of Variables in an Epidemiological Population-Based Study.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018
Segmentierung von Brustvolumina in Magnetresonanztomographiedaten unter der Verwendung von Deep Learning.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
NeuroImage, 2017
Automatic identification of variables in epidemiological datasets using logic regression.
BMC Medical Informatics Decis. Mak., 2017
Automatic MRI segmentation of para-pharyngeal fat pads using interactive visual feature space analysis for classification.
BMC Medical Imaging, 2017
Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Combining Subgroup Discovery and Clustering to Identify Diverse Subpopulations in Cohort Study Data.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
IEEE Trans. Vis. Comput. Graph., 2016
An efficient level set method for simultaneous intensity inhomogeneity correction and segmentation of MR images.
Comput. Medical Imaging Graph., 2016
Identifying Relevant Features for a Multi-factorial Disorder with Constraint-Based Subspace Clustering.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016
Proceedings of the Visualization in Medicine and Life Sciences III, 2016
Proceedings of the Visualization in Medicine and Life Sciences III, 2016
2015
Fully Automated Renal Tissue Volumetry in MR Volume Data Using Prior-Shape-Based Segmentation in Subject-Specific Probability Maps.
IEEE Trans. Biomed. Eng., 2015
Fully Automated Glottis Segmentation in Endoscopic Videos Using Local Color and Shape Features of Glottal Regions.
IEEE Trans. Biomed. Eng., 2015
Association between waist circumference and gray matter volume in 2344 individuals from two adult community-based samples.
NeuroImage, 2015
Automatic Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disorders.
Int. J. Artif. Intell. Tools, 2015
Proceedings of the VISAPP 2015, 2015
Interactive Visual Analysis of Lumbar Back Pain - What the Lumbar Spine Tells About Your Life.
Proceedings of the IVAPP 2015, 2015
Can We Classify the Participants of a Longitudinal Epidemiological Study from Their Previous Evolution?
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
Automated Breast Volume of Interest Selection by Analysing Breast-Air Boundaries in MRI.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
IEEE Trans. Vis. Comput. Graph., 2014
Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis.
Expert Syst. Appl., 2014
Interactive Medical Miner: Interactively Exploring Subpopulations in Epidemiological Datasets.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Fully Automatic Renal Parenchyma Volumetry in LDA-based Probability Maps Using Variational Outer Cortex Edge Alignment Forces.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014
Using Participant Similarity for the Classification of Epidemiological Data on Hepatic Steatosis.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014
2013
Proceedings of the 18th International Workshop on Vision, Modeling, and Visualization, 2013
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Fast Implementations of the Levelset Segmentation Method With Bias Field Correction in MR Images: Full Domain and Mask-Based Versions.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
2012
Prior Shape Level Set Segmentation on Multistep Generated Probability Maps of MR Datasets for Fully Automatic Kidney Parenchyma Volumetry.
IEEE Trans. Medical Imaging, 2012
A fast and accurate automatic lung segmentation and volumetry method for MR data used in epidemiological studies.
Comput. Medical Imaging Graph., 2012
Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data.
Proceedings of the 17th International Workshop on Vision, Modeling, and Visualization, 2012
2011
Comput. Vis. Sci., 2011
Automatic trachea segmentation and evaluation from MRI data using intensity pre-clustering and graph cuts.
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011