Computergestützte Planung von Hüftoperationen in virtuellen Körpern. - Heinz Handels; Jan Ehrhardt; P. Peters; Werner Plötz; Siegfried J. Pöppl (Bildverarbeitung für die Medizin, 1999)

Computer-Assisted Planning and Simulation of Hip Operations using Virtual Three-Dimensional Models. - Heinz Handels; Jan Ehrhardt; Werner Plötz; Siegfried J. Pöppl (MIE, 1999)

Automatic landmark identification in 3D image volumes by topography conserving approximation of contour data. - Heinrich Martin Overhoff; André Mastmeyer; Jan Ehrhardt (Image Processing, 1999)

Automatische Registrierung von CT- und MR-Bildfolgen für die dreidimensionale Planung von Hüftoperationen. - Jan Ehrhardt; Heinz Handels; Werner Plötz; Siegfried J. Pöppl (Bildverarbeitung für die Medizin, 2000)

Virtual planning of hip operations and individual adaption of endoprostheses in orthopaedic surgery. - Heinz Handels; Jan Ehrhardt; Werner Plötz; Siegfried J. Pöppl (Int. J. Medical Informatics, 2000)

Ein anatomischer Atlas zur Unterstützung der virtuellen Planung von Hüftoperationen. - Jan Ehrhardt; Heinz Handels; Thomas Malina; Bernd Strathmann; Werner Plötz; Siegfried J. Pöppl (Bildverarbeitung für die Medizin, 2001)

An orthopaedic atlas for the 3D operation planning and the virtual construction of endoprostheses in computer assisted orthopaedic surgery. - Heinz Handels; Jan Ehrhardt; Bernd Strathmann; Werner Plötz; Siegfried J. Pöppl (CARS, 2001)

Atlas-based segmentation of bone structures to support the virtual planning of hip operations. - Jan Ehrhardt; Heinz Handels; Thomas Malina; Bernd Strathmann; Werner Plötz; Siegfried J. Pöppl (Int. J. Medical Informatics, 2001)

Konzeption und Anwendung objektorientierter Klassenbibliotheken für die Verarbeitung und Visualisierung medizinischer Bildvolumina. - Ute von Jan; Jan Ehrhardt; Stefan Maas; Heinrich M. Overhoff (Bildverarbeitung für die Medizin, 2002)

Atlasbasierte Erkennung anatomischer Landmarken. - Jan Ehrhardt; Heinz Handels; Siegfried J. Pöppl (Bildverarbeitung für die Medizin, 2003)

Automatische Berechnung orthopädischer Maßzahlen auf der Basis virtueller dreidimensionaler Modelle der Hüfte. - Jan Ehrhardt; Thomas Malina; Heinz Handels; Bernd Strathmann; Werner Plötz; Siegfried J. Pöppl (Bildverarbeitung für die Medizin, 2003)

Atlas-based determination of anatomical landmarks to support the virtual planning of hip operations. - Jan Ehrhardt; Heinz Handels; Siegfried J. Pöppl (CARS, 2003)

Atlas-Based Recognition of Anatomical Structures and Landmarks to Support the Virtual Three-Dimensional Planning of Hip Operations. - Jan Ehrhardt; Heinz Handels; Bernd Strathmann; Thomas Malina; Werner Plötz; Siegfried J. Pöppl (MICCAI (1), 2003)

Nicht-lineare voxelbasierte Registrierung unter Einbeziehung von Differentialeigenschaften. - Dennis Säring; Jan Ehrhardt; Heinz Handels; Siegfried J. Pöppl (Bildverarbeitung für die Medizin, 2004)

Automatische graphenbasierte Kontursuche in medizinischen Bilddaten unter Verwendung von Atlanten. - Matthias Färber 002; Jan Ehrhardt; Siegfried J. Pöppl; Heinz Handels (Bildverarbeitung für die Medizin, 2005)

Interpolation of Temporal Image Sequences by Optical Flow Based Registration. - Jan Ehrhardt; Dennis Säring; Heinz Handels (Bildverarbeitung für die Medizin, 2006)

Analysis of the Left Ventricle After Myocardial Infarction Combining 4D Cine-MR and 3D DE-MR Image Sequences. - Dennis Säring; Jan Ehrhardt; Alexander Stork; M. Bansmann; Gunnar Lund; Heinz Handels (Bildverarbeitung für die Medizin, 2006)

Rekonstruktion von 4D-CT-Daten aus räumlich-zeitlichen CT-Segmentfolgen zur Analyse atmungsbedingter Organbewegungen. - René Werner; Jan Ehrhardt; Thorsten Frenzel; Dennis Säring; Daniel Low; Heinz Handels (Bildverarbeitung für die Medizin, 2006)

Generation of 4D CT Image Data and Analysis of Lung Tumour Mobility during the Breathing Cycle. - Heinz Handels; René Werner; Thorsten Frenzel; Dennis Säring; Wei Lu 025; Daniel Low; Jan Ehrhardt (MIE, 2006)

Optical flow based interpolation of temporal image sequences. - Jan Ehrhardt; Dennis Säring; Heinz Handels (Image Processing, 2006)

Reconstruction of 4D-CT data sets acquired during free breathing for the analysis of respiratory motion. - Jan Ehrhardt; René Werner; Thorsten Frenzel; Dennis Säring; Wei Lu 025; Daniel Low; Heinz Handels (Image Processing, 2006)

Computergestützte 3D-Operationsplanung zur präoperativen Repositionierung von Knochenfragmenten bei komplizierten Knochenbrüchen. - Kai Bestmann; Jan Ehrhardt; Daniel Briem; Johannes Rüger; Stefan Müller 002; Heinz Handels (Bildverarbeitung für die Medizin, 2007)

Point-Based Statistical Shape Models with Probabilistic Correspondences and Affine EM-ICP. - Heike Hufnagel; Xavier Pennec; Jan Ehrhardt; Heinz Handels; Nicholas Ayache (Bildverarbeitung für die Medizin, 2007)

A Variational Approach for Combined Segmentation and Estimation of Respiratory Motion in Temporal Image Sequences. - Jan Ehrhardt; Alexander Schmidt-Richberg; Heinz Handels (ICCV, 2007)

Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities. - Heike Hufnagel; Xavier Pennec; Jan Ehrhardt; Heinz Handels; Nicholas Ayache (MICCAI (1), 2007)

Analysis of free breathing motion using artifact reduced 4D CT image data. - Jan Ehrhardt; René Werner; Thorsten Frenzel; Wei Lu 025; Daniel Low; Heinz Handels (Image Processing, 2007)

Live-wire-based segmentation using similarities between corresponding image structures. - Matthias Färber 002; Jan Ehrhardt; Heinz Handels (Comput. Medical Imaging Graph., 2007)

4D medical image computing and visualization of lung tumor mobility in spatio-temporal CT image data. - Heinz Handels; René Werner; Rainer Schmidt 004; Thorsten Frenzel; Wei Lu 025; Daniel Low; Jan Ehrhardt (Int. J. Medical Informatics, 2007)

A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities. - Heike Hufnagel; Xavier Pennec; Jan Ehrhardt; Nicholas Ayache; Heinz Handels (Bildverarbeitung für die Medizin, 2008)

Variationeller Ansatz für eine integrierte Segmentierung und nicht-lineare Registrierung. - Alexander Schmidt-Richberg; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2008)

Finite-Element-Modellierung von respiratorischen Lungenbewegungen als elastizitätstheoretisches Kontaktproblem zur Bewegungsschätzung in 4D-CT-Daten. - René Werner; Jan Ehrhardt; Rainer Schmidt 004; Heinz Handels (Bildverarbeitung für die Medizin, 2008)

Simultaneous segmentation and motion estimation in 4D-CT data using a variational approach. - Jan Ehrhardt; Alexander Schmidt-Richberg; Heinz Handels (Image Processing, 2008)

Comparison of statistical shape models built on correspondence probabilities and one-to-one correspondences. - Heike Hufnagel; Xavier Pennec; Jan Ehrhardt; Nicholas Ayache; Heinz Handels (Image Processing, 2008)

Generation of a Mean Motion Model of the Lung Using 4D-CT Image Data. - Jan Ehrhardt; René Werner; Alexander Schmidt-Richberg; Benny Schulz; Heinz Handels (VCBM, 2008)

Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization- iterative closest point algorithm. - Heike Hufnagel; Xavier Pennec; Jan Ehrhardt; Nicholas Ayache; Heinz Handels (Int. J. Comput. Assist. Radiol. Surg., 2008)

Integrierte Segmentierung und Trajektorienberechnung mittels diffeomorpher Registrierung in räumlich-zeitlichen CT-Bildfolgen. - Alexander Schmidt-Richberg; Jan Ehrhardt; René Werner; Heinz Handels (Bildverarbeitung für die Medizin, 2009)

Atlasbasierte 3D-Segmentierung medizinischer Bilddaten mit Fast-Marching-Methoden. - Michael Schwenke; Matthias Färber 002; Jan Ehrhardt; Andreas Plaß; Heinz Handels (Bildverarbeitung für die Medizin, 2009)

Estimation of Inner Lung Motion Fields by Non-linear Registration. - René Werner; Jan Ehrhardt; Alexander Schmidt-Richberg; Florian Cremers; Heinz Handels (Bildverarbeitung für die Medizin, 2009)

Slipping Objects in Image Registration: Improved Motion Field Estimation with Direction-Dependent Regularization. - Alexander Schmidt-Richberg; Jan Ehrhardt; René Werner; Heinz Handels (MICCAI (1), 2009)

Validation and comparison of a biophysical modeling approach and non-linear registration for estimation of lung motion fields in thoracic 4D CT data. - René Werner; Jan Ehrhardt; Alexander Schmidt-Richberg; Heinz Handels (Image Processing, 2009)

Automatische Landmarkendetektion und -übertragung zur Evaluation der Registrierung von thorakalen CT-Daten. - René Werner; Jan-Christoph Wolf; Jan Ehrhardt; Alexander Schmidt-Richberg; Heinz Handels (Bildverarbeitung für die Medizin, 2010)

A statistical shape and motion model for the prediction of respiratory lung motion. - Jan Ehrhardt; René Werner; Alexander Schmidt-Richberg; Heinz Handels (Image Processing, 2010)

Coupled level set segmentation using a point-based statistical shape model relying on correspondence probabilities. - Heike Hufnagel; Jan Ehrhardt; Xavier Pennec; Alexander Schmidt-Richberg; Heinz Handels (Image Processing, 2010)

Direction-dependent regularization for improved estimation of liver and lung motion in 4D image data. - Alexander Schmidt-Richberg; Jan Ehrhardt; René Werner; Heinz Handels (Image Processing, 2010)

Estimation of motion fields by non-linear registration for local lung motion analysis in 4D CT image data. - René Werner; Jan Ehrhardt; Alexander Schmidt-Richberg; Anabell Heiß; Heinz Handels (Int. J. Comput. Assist. Radiol. Surg., 2010)

Vesselness-geführte Level-Set Segmentierung von zerebralen Gefäßen. - Nils Daniel Forkert; Alexander Schmidt-Richberg; Jan Ehrhardt; Jens Fiehler; Heinz Handels; Dennis Säring (Bildverarbeitung für die Medizin, 2011)

CUDA Optimierung von nicht-linearer oberflächen- und intensitätsbasierter Registrierung. - Stefan Köhnen; Jan Ehrhardt; Alexander Schmidt-Richberg; Heinz Handels (Bildverarbeitung für die Medizin, 2011)

Automatische Segmentierung der Lungenflügel in CT-Daten. - Matthias Wilms; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2011)

Optimierung nicht-linearer Registrierung durch automatisch detektierte Landmarken. - Jan-Christoph Wolf; Alexander Schmidt-Richberg; René Werner; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2011)

Direction-dependent level set segmentation of cerebrovascular structures. - Nils Daniel Forkert; Dennis Säring; Till Illies; Jens Fiehler; Jan Ehrhardt; Heinz Handels; Alexander Schmidt-Richberg (Image Processing, 2011)

Landmark-driven parameter optimization for non-linear image registration. - Alexander Schmidt-Richberg; René Werner; Jan Ehrhardt; Jan-Christoph Wolf; Heinz Handels (Image Processing, 2011)

Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration. - Jan Ehrhardt; René Werner; Alexander Schmidt-Richberg; Heinz Handels (IEEE Trans. Medical Imaging, 2011)

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. - Keelin Murphy; Bram van Ginneken; Joseph M. Reinhardt; Sven Kabus; Kai Ding 003; Xiang Deng; Kunlin Cao; Kaifang Du; Gary E. Christensen; Vincent Garcia; Tom Vercauteren; Nicholas Ayache; et al. (IEEE Trans. Medical Imaging, 2011)

Automatische Bestimmung von 2D/3D-Korrespondenzen in Mammographie- und Tomosynthese-Bilddaten. - Julia Krüger; Jan Ehrhardt; Arpad Bischof; Jörg Barkhausen; Heinz Handels (Bildverarbeitung für die Medizin, 2012)

Evaluation of Algorithms for Lung Fissure Segmentation in CT Images. - Alexander Schmidt-Richberg; Jan Ehrhardt; Matthias Wilms; René Werner; Heinz Handels (Bildverarbeitung für die Medizin, 2012)

A Diffeomorphic Framework for Surrogate-based Motion Estimation in Radiation Therapy: Concept and First Evaluation. - René Werner; Jan Ehrhardt; Alexander Schmidt-Richberg; Matthias Wilms; Maximilian Blendowski; Heinz Handels (GI-Jahrestagung, 2012)

Modellbasierte 4D-Segmentierung von Lungen mit großen Tumoren in räumlichzeitlichen CT-Bildfolgen. - Matthias Wilms; Jan Ehrhardt; Heinz Handels (GI-Jahrestagung, 2012)

Lung Registration with Improved Fissure Alignment by Integration of Pulmonary Lobe Segmentation. - Alexander Schmidt-Richberg; Jan Ehrhardt; René Werner; Heinz Handels (MICCAI (2), 2012)

A 4D Statistical Shape Model for Automated Segmentation of Lungs with Large Tumors. - Matthias Wilms; Jan Ehrhardt; Heinz Handels (MICCAI (2), 2012)

Model-based risk assessment for motion effects in 3D radiotherapy of lung tumors. - René Werner; Jan Ehrhardt; Alexander Schmidt-Richberg; Heinz Handels (Image-Guided Procedures, 2012)

Automatic correspondence detection in mammogram and breast tomosynthesis images. - Jan Ehrhardt; Julia Krüger; Arpad Bischof; Jörg Barkhausen; Heinz Handels (Image Processing, 2012)

Pulmonary lobe segmentation with level sets. - Alexander Schmidt-Richberg; Jan Ehrhardt; Matthias Wilms; René Werner; Heinz Handels (Image Processing, 2012)

Fast Explicit Diffusion for Registration with Direction-Dependent Regularization. - Alexander Schmidt-Richberg; Jan Ehrhardt; René Werner; Heinz Handels (WBIR, 2012)

Estimation of slipping organ motion by registration with direction-dependent regularization. - Alexander Schmidt-Richberg; René Werner; Heinz Handels; Jan Ehrhardt (Medical Image Anal., 2012)

Simulation mammographischer Brustkompression zur Generierung von MRT-Projektionsbildern. - Julia Krüger; Jan Ehrhardt; Arpad Bischof; Heinz Handels (Bildverarbeitung für die Medizin, 2013)

4D-MRT-basierte Simulation der Lungenbewegung in statischen CT-Daten. - Mirko Marx; Jan Ehrhardt; René Werner; Heinz-Peter Schlemmer; Heinz Handels (Bildverarbeitung für die Medizin, 2013)

Breast compression simulation using ICP-based B-spline deformation for correspondence analysis in mammography and MRI datasets. - Julia Krüger; Jan Ehrhardt; Arpad Bischof; Heinz Handels (Image Processing, 2013)

Assessing accuracy of non-linear registration in 4D image data using automatically detected landmark correspondences. - René Werner; Christine Duscha; Alexander Schmidt-Richberg; Jan Ehrhardt; Heinz Handels (Image Processing, 2013)

Surrogate-based diffeomorphic motion estimation for radiation therapy: comparison of multivariate regression approaches. - Matthias Wilms; René Werner; Jan Ehrhardt; Alexander Schmidt-Richberg; Maximilian Blendowski; Heinz Handels (Image Processing, 2013)

Statistical analysis of surrogate signals to incorporate respiratory motion variability into radiotherapy treatment planning. - Matthias Wilms; Jan Ehrhardt; René Werner; Mirko Marx; Heinz Handels (Image-Guided Procedures, 2014)

Statistical shape and appearance models without one-to-one correspondences. - Jan Ehrhardt; Julia Krüger; Heinz Handels (Image Processing, 2014)

Joint multi-object registration and segmentation of left and right cardiac ventricles in 4D cine MRI. - Jan Ehrhardt; Timo Kepp; Alexander Schmidt-Richberg; Heinz Handels (Image Processing, 2014)

Simulation of mammographic breast compression in 3D MR images using ICP-based B-spline deformation for multimodality breast cancer diagnosis. - Julia Krüger; Jan Ehrhardt; Arpad Bischof; Heinz Handels (Int. J. Comput. Assist. Radiol. Surg., 2014)

Simulation of spatiotemporal CT data sets using a 4D MRI-based lung motion model. - Mirko Marx; Jan Ehrhardt; René Werner; Heinz-Peter Schlemmer; Heinz Handels (Int. J. Comput. Assist. Radiol. Surg., 2014)

Variational Registration. - Jan Ehrhardt; Alexander Schmidt-Richberg; René Werner; Heinz Handels (Bildverarbeitung für die Medizin, 2015)

Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-Bilddaten. - Timo Kepp; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2015)

Probabilistic Appearance Models for Segmentation and Classification. - Julia Krüger; Jan Ehrhardt; Heinz Handels (ICCV, 2015)

Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods. - Matthias Wilms; Julia Krüger; Mirko Marx; Jan Ehrhardt; Arpad Bischof; Heinz Handels (Computer-Aided Diagnosis, 2015)

Automatic Detection of Cardiac Remodeling Using Global and Local Clinical Measures and Random Forest Classification. - Jan Ehrhardt; Matthias Wilms; Heinz Handels; Dennis Säring (STACOM@MICCAI, 2015)

Comparison of Post-Hoc Normalization Approaches for CT-based Lung Emphysema Index Quantification. - Jan Ehrhardt; Fabian Jacob; Heinz Handels; Alex Frydrychowicz (Bildverarbeitung für die Medizin, 2016)

Patch-Based Low-Rank Matrix Completion for Learning of Shape and Motion Models from Few Training Samples. - Jan Ehrhardt; Matthias Wilms; Heinz Handels (ECCV (4), 2016)

Multi-level approach for statistical appearance models with probabilistic correspondences. - Julia Krüger; Jan Ehrhardt; Heinz Handels (Image Processing, 2016)

Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences. - Nassim Bouteldja; Matthias Wilms; Heinz Handels; Dennis Säring; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2017)

Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten. - Marja Fleitmann; Ole Käferlein; Matthias Wilms; Dennis Säring; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2017)

Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization. - Hristina Uzunova; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2017)

Abstract: Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion. - Matthias Wilms; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2017)

Abstract: Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations. - Matthias Wilms; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2017)

Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation. - Hristina Uzunova; Matthias Wilms; Heinz Handels; Jan Ehrhardt (MICCAI (1), 2017)

Representative Patch-based Active Appearance Models Generated from Small Training Populations. - Matthias Wilms; Heinz Handels; Jan Ehrhardt (MICCAI (1), 2017)

Statistical appearance models based on probabilistic correspondences. - Julia Krüger; Jan Ehrhardt; Heinz Handels (Medical Image Anal., 2017)

Multi-resolution multi-object statistical shape models based on the locality assumption. - Matthias Wilms; Heinz Handels; Jan Ehrhardt (Medical Image Anal., 2017)

Abstract: Probabilistic Appearance Models for Medical Image Analysis. - Julia Krüger; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2018)

Unsupervised Pathology Detection in Medical Images using Learning-based Methods. - Hristina Uzunova; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2018)

A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration. - Sandra Schultz; Heinz Handels; Jan Ehrhardt (Image Processing, 2018)

Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. - Avan Suinesiaputra; Pierre Ablin; Xènia Albà; Martino Alessandrini; Jack Allen; Wenjia Bai; Serkan Çimen; Peter Claes; Brett R. Cowan; Jan D'hooge; Nicolas Duchateau; Jan Ehrhardt; et al. (IEEE J. Biomed. Health Informatics, 2018)

Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning. - Nassim Bouteldja; Dorit Merhof; Jan Ehrhardt; Mattias P. Heinrich (Bildverarbeitung für die Medizin, 2019)

Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders. - Hristina Uzunova; Jan Ehrhardt; Timo Kepp; Heinz Handels (Bildverarbeitung für die Medizin, 2019)

Evaluation of Image Processing Methods for Clinical Applications - Mimicking Clinical Data Using Conditional GANs. - Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2019)

Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks. - Timo Kepp; Jan Ehrhardt; Mattias P. Heinrich; Gereon Hüttmann; Heinz Handels (ISBI, 2019)

Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images. - Hristina Uzunova; Jan Ehrhardt; Fabian Jacob; Alex Frydrychowicz; Heinz Handels (MICCAI (6), 2019)

A probabilistic approach for the registration of images with missing correspondences. - Julia Krüger; Jan Ehrhardt; Sandra Schultz; Heinz Handels (Image Processing, 2019)

Bayesian inference for uncertainty quantification in point-based deformable image registration. - Sandra Schultz; Julia Krüger; Heinz Handels; Jan Ehrhardt (Image Processing, 2019)

Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders. - Hristina Uzunova; Jan Ehrhardt; Timo Kepp; Heinz Handels (Image Processing, 2019)

Unsupervised pathology detection in medical images using conditional variational autoencoders. - Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt (Int. J. Comput. Assist. Radiol. Surg., 2019)

Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical Images. - Hristina Uzunova; Jan Ehrhardt; Fabian Jacob; Alex Frydrychowicz; Heinz Handels (Bildverarbeitung für die Medizin, 2020)

Quantitative Comparison of Generative Shape Models for Medical Images. - Hristina Uzunova; Paul Kaftan; Matthias Wilms; Nils D. Forkert; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2020)

Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks. - Hristina Uzunova; Jan Ehrhardt; Heinz Handels (MICCAI (4), 2020)

A Kernelized Multi-level Localization Method for Flexible Shape Modeling with Few Training Data. - Matthias Wilms; Jan Ehrhardt; Nils D. Forkert (MICCAI (4), 2020)

Memory-efficient GAN-based domain translation of high resolution 3D medical images. - Hristina Uzunova; Jan Ehrhardt; Heinz Handels (Comput. Medical Imaging Graph., 2020)

Registration with probabilistic correspondences - Accurate and robust registration for pathological and inhomogeneous medical data. - Julia Krüger; Sandra Schultz; Heinz Handels; Jan Ehrhardt (Comput. Vis. Image Underst., 2020)

CT Normalization by Paired Image-to-image Translation for Lung Emphysema Quantification. - Insa Lange; Fabian Jacob; Alex Frydrychowicz; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2021)

Abstract: Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks. - Hristina Uzunova; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2021)

Analysis of Generative Shape Modeling Approaches - Latent Space Properties and Interpretability. - Hristina Uzunova; Jesse Kruse; Paul Kaftan; Matthias Wilms; Nils D. Forkert; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2021)

Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. - Hristina Uzunova; Heinz Handels; Jan Ehrhardt (MIDL, 2021)

Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering. - Julia Andresen; Timo Kepp; Michael Wang-Evers; Jan Ehrhardt; Dieter Manstein; Heinz Handels (Bildverarbeitung für die Medizin, 2022)

Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images. - Timo Kepp; Julia Andresen; Helge Sudkamp; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2022)

Abstract: Synthesis of Annotated Pathological Retinal OCT Data with Pathology-Induced Deformations. - Hristina Uzunova; Leonie Basso; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2022)

Abstract: Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. - Hristina Uzunova; Heinz Handels; Jan Ehrhardt (Bildverarbeitung für die Medizin, 2022)

Synthesis of annotated pathological retinal OCT data with pathology-induced deformations. - Hristina Uzunova; Leonie Basso; Jan Ehrhardt; Heinz Handels (Computer-Aided Diagnosis, 2022)

Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglement. - Hristina Uzunova; Heinz Handels; Jan Ehrhardt (MAD@MICCAI, 2022)

Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network. - Julia Andresen; Timo Kepp; Jan Ehrhardt; Claus von der Burchard; Johann Roider; Heinz Handels (WBIR, 2022)

Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies. - Julia Andresen; Timo Kepp; Jan Ehrhardt; Claus von der Burchard; Johann Roider; Heinz Handels (Int. J. Comput. Assist. Radiol. Surg., 2022)

A systematic comparison of generative models for medical images. - Hristina Uzunova; Matthias Wilms; Nils D. Forkert; Heinz Handels; Jan Ehrhardt (Int. J. Comput. Assist. Radiol. Surg., 2022)

Localized Statistical Shape Models for Large-Scale Problems With Few Training Data. - Matthias Wilms; Jan Ehrhardt; Nils D. Forkert (IEEE Trans. Biomed. Eng., 2022)

Overcoming the sensor delta for semantic segmentation in OCT images. - Joshua Niemeijer; Jan Ehrhardt; Timo Kepp; Jörg P. Schäfer; Heinz Handels (Computer-Aided Diagnosis, 2023)

Implicitly Solved Regularization for Learning-Based Image Registration. - Jan Ehrhardt; Heinz Handels (MLMI@MICCAI (1), 2023)

Abstract: Focused Unsupervised Image Registration for Structure-specific Population Analysis. - Jan Ehrhardt; Hristina Uzunova; Paul Kaftan; Julia Krüger; Roland Opfer; Heinz Handels (Bildverarbeitung für die Medizin, 2024)

TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification - Leveraging Epistemic Uncertainty to Improve Model Performance. - Joshua Niemeijer; Jan Ehrhardt; Hristina Uzunova; Heinz Handels (SASHIMI@MICCAI, 2024)

FluidRegNet: Longitudinal registration of retinal OCT images with new pathological fluids. - Julia Andresen; Jan Ehrhardt; Claus von der Burchard; Ayse Tatli; Johann Roider; Heinz Handels; Hristina Uzunova (MIDL, 2024)

LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas. - Sofija Engelson; Jan Ehrhardt; Timo Kepp; Joshua Niemeijer; Heinz Handels (CoRR, 2024)

TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification. - Joshua Niemeijer; Jan Ehrhardt; Hristina Uzunova; Heinz Handels (CoRR, 2024)

LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification. - Reuben Dorent; Roya Khajavi; Tagwa Idris; Erik Ziegler; Bhanusupriya Somarouthu; Heather Jacene; Ann S. LaCasce; Jonathan Deissler; Jan Ehrhardt; Sofija Engelson; Stefan M. Fischer; Yun Gu; et al. (CoRR, 2024)

Surrogate-based Respiratory Motion Estimation using Physics-enhanced Implicit Neural Representations. - Jan Boysen; Hristina Uzunova; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2025)

Abstract: TSynD Targeted Synthetic Data Generation for Enhanced Medical Image Classification - Leveraging Epistemic Uncertainty to Improve Model Performance. - Joshua Niemeijer; Jan Ehrhardt; Hristina Uzunova; Heinz Handels (Bildverarbeitung für die Medizin, 2025)

Assessing Spatial Bias in Medical Imaging - An Empirical Study of PatchGAN Discriminator Effectiveness. - Marc S. Seibel; Timo Kepp; Hristina Uzunova; Jan Ehrhardt; Heinz Handels (Bildverarbeitung für die Medizin, 2025)

Realistic Evaluation of Deep Active Learning for Image Classification and Semantic Segmentation. - Sudhanshu Mittal; Joshua Niemeijer; Özgün Çiçek; Maxim Tatarchenko; Jan Ehrhardt; Jörg P. Schäfer; Heinz Handels; Thomas Brox (Int. J. Comput. Vis., 2025)