Henry Völzke

Orcid: 0000-0001-7003-399X

According to our database1, Henry Völzke authored at least 55 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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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.
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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

Visual Analysis of Missing Values in Longitudinal Cohort Study Data.
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

Effiziente Segmentierung trachealer Strukturen in MRI-Aufnahmen.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

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

Automatic identification of variables in epidemiological datasets using logic regression.
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BMC Medical Informatics Decis. Mak., 2017

Visual Subpopulation Discovery and Validation in Cohort Study Data.
CoRR, 2017

Automatic MRI segmentation of para-pharyngeal fat pads using interactive visual feature space analysis for classification.
BMC Medical Imaging, 2017

Subpopulation Discovery and Validation in Epidemiological Data.
Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017

Visual Analytics of Missing Data in Epidemiological Cohort Studies.
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

ICE: Interactive Classification Rule Exploration on Epidemiological Data.
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
3D Regression Heat Map Analysis of Population Study Data.
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

Visual Analytics of Image-Centric Cohort Studies in Epidemiology.
Proceedings of the Visualization in Medicine and Life Sciences III, 2016

Lung Segmentation of MR Images: A Review.
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

Image analysis in epidemiological applications.
it Inf. Technol., 2015

Automatic Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disorders.
Int. J. Artif. Intell. Tools, 2015

Visual Analytics of Image-Centric Cohort Studies in Epidemiology.
CoRR, 2015

Automatic Pharynx Segmentation from MRI Data for Obstructive Sleep Apnea Analysis.
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
Interactive Visual Analysis of Image-Centric Cohort Study Data.
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

Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder.
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

Clustering Socio-Demographic and Medical Attribute Data in Cohort Studies.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014

2013
Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data.
Proceedings of the 18th International Workshop on Vision, Modeling, and Visualization, 2013

Pharynx Segmentation from MRI Data for Analysis of Sleep Related Disoders.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

A fast global variational bias field correction method for MR images.
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
GPU implementations of a relaxation scheme for image partitioning: GLSL versus CUDA.
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


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