Jan Ehrhardt
According to our database1,
Jan Ehrhardt
authored at least 131 papers
between 1999 and 2024.
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Bibliography
2024
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification.
CoRR, 2024
CoRR, 2024
LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas.
CoRR, 2024
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification - Leveraging Epistemic Uncertainty to Improve Model Performance.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2024
Abstract: Focused Unsupervised Image Registration for Structure-specific Population Analysis.
Proceedings of the Bildverarbeitung für die Medizin 2024, 2024
2023
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023
2022
IEEE Trans. Biomed. Eng., 2022
Int. J. Comput. Assist. Radiol. Surg., 2022
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies.
Int. J. Comput. Assist. Radiol. Surg., 2022
Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network.
Proceedings of the Biomedical Image Registration - 10th International Workshop, 2022
Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglement.
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
Abstract: Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
Abstract: Synthesis of Annotated Pathological Retinal OCT Data with Pathology-Induced Deformations.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
2021
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Analysis of Generative Shape Modeling Approaches - Latent Space Properties and Interpretability.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
Abstract: Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
CT Normalization by Paired Image-to-image Translation for Lung Emphysema Quantification.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
2020
Registration with probabilistic correspondences - Accurate and robust registration for pathological and inhomogeneous medical data.
Comput. Vis. Image Underst., 2020
Comput. Medical Imaging Graph., 2020
A Kernelized Multi-level Localization Method for Flexible Shape Modeling with Few Training Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020
Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical Images.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020
2019
Unsupervised pathology detection in medical images using conditional variational autoencoders.
Int. J. Comput. Assist. Radiol. Surg., 2019
Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Bayesian inference for uncertainty quantification in point-based deformable image registration.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
A probabilistic approach for the registration of images with missing correspondences.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Evaluation of Image Processing Methods for Clinical Applications - Mimicking Clinical Data Using Conditional GANs.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
2018
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomed. Health Informatics, 2018
A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
Multi-resolution multi-object statistical shape models based on the locality assumption.
Medical Image Anal., 2017
Medical Image Anal., 2017
Representative Patch-based Active Appearance Models Generated from Small Training Populations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Abstract: Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
Abstract: Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
Multi-level approach for statistical appearance models with probabilistic correspondences.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Patch-Based Low-Rank Matrix Completion for Learning of Shape and Motion Models from Few Training Samples.
Proceedings of the Computer Vision - ECCV 2016, 2016
Comparison of Post-Hoc Normalization Approaches for CT-based Lung Emphysema Index Quantification.
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016
2015
Automatic Detection of Cardiac Remodeling Using Global and Local Clinical Measures and Random Forest Classification.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-Bilddaten.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
Int. J. Comput. Assist. Radiol. Surg., 2014
Simulation of mammographic breast compression in 3D MR images using ICP-based B-spline deformation for multimodality breast cancer diagnosis.
Int. J. Comput. Assist. Radiol. Surg., 2014
Joint multi-object registration and segmentation of left and right cardiac ventricles in 4D cine MRI.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Statistical analysis of surrogate signals to incorporate respiratory motion variability into radiotherapy treatment planning.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
2013
Surrogate-based diffeomorphic motion estimation for radiation therapy: comparison of multivariate regression approaches.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Assessing accuracy of non-linear registration in 4D image data using automatically detected landmark correspondences.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Breast compression simulation using ICP-based B-spline deformation for correspondence analysis in mammography and MRI datasets.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013
Simulation mammographischer Brustkompression zur Generierung von MRT-Projektionsbildern.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013
2012
Estimation of slipping organ motion by registration with direction-dependent regularization.
Medical Image Anal., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Lung Registration with Improved Fissure Alignment by Integration of Pulmonary Lobe Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Modellbasierte 4D-Segmentierung von Lungen mit großen Tumoren in räumlichzeitlichen CT-Bildfolgen.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012
A Diffeomorphic Framework for Surrogate-based Motion Estimation in Radiation Therapy: Concept and First Evaluation.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
Automatische Bestimmung von 2D/3D-Korrespondenzen in Mammographie- und Tomosynthese-Bilddaten.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
2011
IEEE Trans. Medical Imaging, 2011
Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration.
IEEE Trans. Medical Imaging, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011
CUDA Optimierung von nicht-linearer oberflächen- und intensitätsbasierter Registrierung.
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011
Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011
2010
Estimation of motion fields by non-linear registration for local lung motion analysis in 4D CT image data.
Int. J. Comput. Assist. Radiol. Surg., 2010
Direction-dependent regularization for improved estimation of liver and lung motion in 4D image data.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Coupled level set segmentation using a point-based statistical shape model relying on correspondence probabilities.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Automatische Landmarkendetektion und -übertragung zur Evaluation der Registrierung von thorakalen CT-Daten.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010
2009
Validation and comparison of a biophysical modeling approach and non-linear registration for estimation of lung motion fields in thoracic 4D CT data.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Slipping Objects in Image Registration: Improved Motion Field Estimation with Direction-Dependent Regularization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009
Integrierte Segmentierung und Trajektorienberechnung mittels diffeomorpher Registrierung in räumlich-zeitlichen CT-Bildfolgen.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009
2008
Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization- iterative closest point algorithm.
Int. J. Comput. Assist. Radiol. Surg., 2008
Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2008
Comparison of statistical shape models built on correspondence probabilities and one-to-one correspondences.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Simultaneous segmentation and motion estimation in 4D-CT data using a variational approach.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Finite-Element-Modellierung von respiratorischen Lungenbewegungen als elastizitätstheoretisches Kontaktproblem zur Bewegungsschätzung in 4D-CT-Daten.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
Variationeller Ansatz für eine integrierte Segmentierung und nicht-lineare Registrierung.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
2007
4D medical image computing and visualization of lung tumor mobility in spatio-temporal CT image data.
Int. J. Medical Informatics, 2007
Live-wire-based segmentation using similarities between corresponding image structures.
Comput. Medical Imaging Graph., 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
A Variational Approach for Combined Segmentation and Estimation of Respiratory Motion in Temporal Image Sequences.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Point-Based Statistical Shape Models with Probabilistic Correspondences and Affine EM-ICP.
Proceedings of the Bildverarbeitung für die Medizin 2007, 2007
Computergestützte 3D-Operationsplanung zur präoperativen Repositionierung von Knochenfragmenten bei komplizierten Knochenbrüchen.
Proceedings of the Bildverarbeitung für die Medizin 2007, 2007
2006
Reconstruction of 4D-CT data sets acquired during free breathing for the analysis of respiratory motion.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Generation of 4D CT Image Data and Analysis of Lung Tumour Mobility during the Breathing Cycle.
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006
Rekonstruktion von 4D-CT-Daten aus räumlich-zeitlichen CT-Segmentfolgen zur Analyse atmungsbedingter Organbewegungen.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
Analysis of the Left Ventricle After Myocardial Infarction Combining 4D Cine-MR and 3D DE-MR Image Sequences.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
2005
Automatische graphenbasierte Kontursuche in medizinischen Bilddaten unter Verwendung von Atlanten.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005
2004
Nicht-lineare voxelbasierte Registrierung unter Einbeziehung von Differentialeigenschaften.
Proceedings of the Bildverarbeitung für die Medizin 2004, Algorithmen - Systeme, 2004
2003
Atlas-Based Recognition of Anatomical Structures and Landmarks to Support the Virtual Three-Dimensional Planning of Hip Operations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Atlas-based determination of anatomical landmarks to support the virtual planning of hip operations.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
Automatische Berechnung orthopädischer Maßzahlen auf der Basis virtueller dreidimensionaler Modelle der Hüfte.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003
2002
Konzeption und Anwendung objektorientierter Klassenbibliotheken für die Verarbeitung und Visualisierung medizinischer Bildvolumina.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
2001
Atlas-based segmentation of bone structures to support the virtual planning of hip operations.
Int. J. Medical Informatics, 2001
An orthopaedic atlas for the 3D operation planning and the virtual construction of endoprostheses in computer assisted orthopaedic surgery.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
Ein anatomischer Atlas zur Unterstützung der virtuellen Planung von Hüftoperationen.
Proceedings of the Bildverarbeitung für die Medizin 2001: Algorithmen, 2001
2000
Virtual planning of hip operations and individual adaption of endoprostheses in orthopaedic surgery.
Int. J. Medical Informatics, 2000
Automatische Registrierung von CT- und MR-Bildfolgen für die dreidimensionale Planung von Hüftoperationen.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000
1999
Automatic landmark identification in 3D image volumes by topography conserving approximation of contour data.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Computer-Assisted Planning and Simulation of Hip Operations using Virtual Three-Dimensional Models.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
Proceedings of the Bildverarbeitung für die Medizin 1999: Algorithmen, 1999