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2020 – today
- 2022
[j20]Julia Andresen
, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels:
Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies. Int. J. Comput. Assist. Radiol. Surg. 17(4): 699-710 (2022)- [j19]Hristina Uzunova, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt:
A systematic comparison of generative models for medical images. Int. J. Comput. Assist. Radiol. Surg. 17(7): 1213-1224 (2022) - [j18]Matthias Wilms, Jan Ehrhardt, Nils D. Forkert:
Localized Statistical Shape Models for Large-Scale Problems With Few Training Data. IEEE Trans. Biomed. Eng. 69(9): 2947-2957 (2022) - [c103]Julia Andresen, Timo Kepp, Michael Wang-Evers, Jan Ehrhardt, Dieter Manstein, Heinz Handels:
Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering. Bildverarbeitung für die Medizin 2022: 1-6 - [c102]Timo Kepp, Julia Andresen, Helge Sudkamp, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Jan Ehrhardt, Heinz Handels:
Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images. Bildverarbeitung für die Medizin 2022: 32-37 - [c101]Hristina Uzunova, Heinz Handels, Jan Ehrhardt:
Abstract: Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. Bildverarbeitung für die Medizin 2022: 81 - [c100]Hristina Uzunova, Leonie Basso, Jan Ehrhardt, Heinz Handels:
Abstract: Synthesis of Annotated Pathological Retinal OCT Data with Pathology-Induced Deformations. Bildverarbeitung für die Medizin 2022: 197 - [c99]Hristina Uzunova, Heinz Handels, Jan Ehrhardt:
Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglement. MAD@MICCAI 2022: 59-69 - [c98]Julia Andresen, Timo Kepp, Jan Ehrhardt, Claus von der Burchard, Johann Roider, Heinz Handels:
Unsupervised Non-correspondence Detection in Medical Images Using an Image Registration Convolutional Neural Network. WBIR 2022: 3-7 - 2021
- [c97]Hristina Uzunova, Jan Ehrhardt, Heinz Handels:
Abstract: Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks. Bildverarbeitung für die Medizin 2021: 123 - [c96]Insa Lange, Fabian Jacob, Alex Frydrychowicz, Heinz Handels, Jan Ehrhardt:
CT Normalization by Paired Image-to-image Translation for Lung Emphysema Quantification. Bildverarbeitung für die Medizin 2021: 276-281 - [c95]Hristina Uzunova, Jesse Kruse, Paul Kaftan, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt:
Analysis of Generative Shape Modeling Approaches - Latent Space Properties and Interpretability. Bildverarbeitung für die Medizin 2021: 344-349 - [c94]Hristina Uzunova, Heinz Handels, Jan Ehrhardt:
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. MIDL 2021: 774-786 - 2020
- [j17]Hristina Uzunova, Jan Ehrhardt, Heinz Handels:
Memory-efficient GAN-based domain translation of high resolution 3D medical images. Comput. Medical Imaging Graph. 86: 101801 (2020) - [j16]Julia Krüger, Sandra Schultz, Heinz Handels, Jan Ehrhardt:
Registration with probabilistic correspondences - Accurate and robust registration for pathological and inhomogeneous medical data. Comput. Vis. Image Underst. 190 (2020) - [c93]Hristina Uzunova, Paul Kaftan, Matthias Wilms, Nils D. Forkert, Heinz Handels, Jan Ehrhardt:
Quantitative Comparison of Generative Shape Models for Medical Images. Bildverarbeitung für die Medizin 2020: 201-207 - [c92]Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels:
Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical Images. Bildverarbeitung für die Medizin 2020: 286 - [c91]Hristina Uzunova, Jan Ehrhardt, Heinz Handels:
Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks. MICCAI (4) 2020: 501-511 - [c90]Matthias Wilms, Jan Ehrhardt, Nils D. Forkert:
A Kernelized Multi-level Localization Method for Flexible Shape Modeling with Few Training Data. MICCAI (4) 2020: 765-775 - [i2]Hristina Uzunova, Jan Ehrhardt, Heinz Handels:
Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images. CoRR abs/2010.03396 (2020)
2010 – 2019
- 2019
- [j15]Hristina Uzunova, Sandra Schultz, Heinz Handels, Jan Ehrhardt:
Unsupervised pathology detection in medical images using conditional variational autoencoders. Int. J. Comput. Assist. Radiol. Surg. 14(3): 451-461 (2019) - [c89]Hristina Uzunova, Sandra Schultz, Heinz Handels, Jan Ehrhardt:
Evaluation of Image Processing Methods for Clinical Applications - Mimicking Clinical Data Using Conditional GANs. Bildverarbeitung für die Medizin 2019: 15-20 - [c88]Nassim Bouteldja, Dorit Merhof, Jan Ehrhardt, Mattias P. Heinrich:
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning. Bildverarbeitung für die Medizin 2019: 23-28 - [c87]Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels:
Abstract: Interpretable Explanations of Black Box Classifiers Applied on Medical Images by Meaningful Perturbations Using Variational Autoencoders. Bildverarbeitung für die Medizin 2019: 197 - [c86]Timo Kepp, Jan Ehrhardt, Mattias P. Heinrich, Gereon Hüttmann, Heinz Handels:
Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks. ISBI 2019: 1437-1440 - [c85]Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels:
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images. MICCAI (6) 2019: 112-120 - [c84]Sandra Schultz, Julia Krüger, Heinz Handels, Jan Ehrhardt:
Bayesian inference for uncertainty quantification in point-based deformable image registration. Medical Imaging: Image Processing 2019: 109491S - [c83]Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels:
Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders. Medical Imaging: Image Processing 2019: 1094911 - [c82]Julia Krüger, Jan Ehrhardt, Sandra Schultz, Heinz Handels:
A probabilistic approach for the registration of images with missing correspondences. Medical Imaging: Image Processing 2019: 1094925 - [i1]Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels:
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images. CoRR abs/1907.01376 (2019) - 2018
- [j14]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, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia:
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics 22(2): 503-515 (2018) - [c81]Julia Krüger, Jan Ehrhardt, Heinz Handels:
Abstract: Probabilistic Appearance Models for Medical Image Analysis. Bildverarbeitung für die Medizin 2018: 37-38 - [c80]Hristina Uzunova, Heinz Handels, Jan Ehrhardt:
Unsupervised Pathology Detection in Medical Images using Learning-based Methods. Bildverarbeitung für die Medizin 2018: 61-66 - [c79]Sandra Schultz, Heinz Handels, Jan Ehrhardt:
A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration. Medical Imaging: Image Processing 2018: 105740O - 2017
- [j13]Julia Krüger, Jan Ehrhardt, Heinz Handels:
Statistical appearance models based on probabilistic correspondences. Medical Image Anal. 37: 146-159 (2017) - [j12]Matthias Wilms, Heinz Handels, Jan Ehrhardt:
Multi-resolution multi-object statistical shape models based on the locality assumption. Medical Image Anal. 38: 17-29 (2017) - [c78]Nassim Bouteldja, Matthias Wilms, Heinz Handels, Dennis Säring, Jan Ehrhardt:
Model-Based 4D Segmentation of Cardiac Structures in Cine MRI Sequences. Bildverarbeitung für die Medizin 2017: 18-23 - [c77]Hristina Uzunova, Heinz Handels, Jan Ehrhardt:
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization. Bildverarbeitung für die Medizin 2017: 62-67 - [c76]Matthias Wilms, Heinz Handels, Jan Ehrhardt:
Abstract: Patch-Based Learning of Shape, Appearance, and Motion Models from Few Training Samples by Low-Rank Matrix Completion. Bildverarbeitung für die Medizin 2017: 215-216 - [c75]Marja Fleitmann, Ole Käferlein, Matthias Wilms, Dennis Säring, Heinz Handels, Jan Ehrhardt:
Vergleich von Verfahren zur automatischen Detektion der Position und Orientierung des Herzens in 4D-Cine-MRT-Bilddaten. Bildverarbeitung für die Medizin 2017: 293-298 - [c74]Matthias Wilms, Heinz Handels, Jan Ehrhardt:
Abstract: Learning of Representative Multi-Resolution Multi-Object Statistical Shape Models from Small Training Populations. Bildverarbeitung für die Medizin 2017: 359-360 - [c73]Matthias Wilms, Heinz Handels, Jan Ehrhardt:
Representative Patch-based Active Appearance Models Generated from Small Training Populations. MICCAI (1) 2017: 152-160 - [c72]Hristina Uzunova, Matthias Wilms, Heinz Handels, Jan Ehrhardt:
Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation. MICCAI (1) 2017: 223-231 - 2016
- [c71]Jan Ehrhardt, Fabian Jacob, Heinz Handels, Alex Frydrychowicz:
Comparison of Post-Hoc Normalization Approaches for CT-based Lung Emphysema Index Quantification. Bildverarbeitung für die Medizin 2016: 44-49 - [c70]Jan Ehrhardt, Matthias Wilms, Heinz Handels:
Patch-Based Low-Rank Matrix Completion for Learning of Shape and Motion Models from Few Training Samples. ECCV (4) 2016: 712-727 - [c69]Julia Krüger, Jan Ehrhardt, Heinz Handels:
Multi-level approach for statistical appearance models with probabilistic correspondences. Medical Imaging: Image Processing 2016: 978433 - 2015
- [c68]Timo Kepp, Jan Ehrhardt, Heinz Handels:
Evaluation verschiedener Ansätze zur 4D-4D-Registrierung kardiologischer MR-Bilddaten. Bildverarbeitung für die Medizin 2015: 95-100 - [c67]Jan Ehrhardt, Alexander Schmidt-Richberg, René Werner, Heinz Handels:
Variational Registration. Bildverarbeitung für die Medizin 2015: 209-214 - [c66]Julia Krüger, Jan Ehrhardt, Heinz Handels:
Probabilistic Appearance Models for Segmentation and Classification. ICCV 2015: 1698-1706 - [c65]Matthias Wilms, Julia Krüger, Mirko Marx, Jan Ehrhardt, Arpad Bischof, Heinz Handels:
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods. Medical Imaging: Computer-Aided Diagnosis 2015: 94142B - [c64]Jan Ehrhardt, Matthias Wilms, Heinz Handels, Dennis Säring:
Automatic Detection of Cardiac Remodeling Using Global and Local Clinical Measures and Random Forest Classification. STACOM@MICCAI 2015: 199-207 - 2014
- [j11]Julia Krüger, Jan Ehrhardt, Arpad Bischof, Heinz Handels:
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. 9(3): 367-377 (2014) - [j10]Mirko Marx, Jan Ehrhardt, René Werner, Heinz-Peter Schlemmer, Heinz Handels:
Simulation of spatiotemporal CT data sets using a 4D MRI-based lung motion model. Int. J. Comput. Assist. Radiol. Surg. 9(3): 401-409 (2014) - [c63]Matthias Wilms, Jan Ehrhardt, René Werner, Mirko Marx, Heinz Handels:
Statistical analysis of surrogate signals to incorporate respiratory motion variability into radiotherapy treatment planning. Medical Imaging: Image-Guided Procedures 2014: 90360J - [c62]Jan Ehrhardt, Julia Krüger, Heinz Handels:
Statistical shape and appearance models without one-to-one correspondences. Medical Imaging: Image Processing 2014: 90340U - [c61]Jan Ehrhardt, Timo Kepp, Alexander Schmidt-Richberg, Heinz Handels:
Joint multi-object registration and segmentation of left and right cardiac ventricles in 4D cine MRI. Medical Imaging: Image Processing 2014: 90340M - 2013
- [c60]Mirko Marx, Jan Ehrhardt, René Werner, Heinz-Peter Schlemmer, Heinz Handels:
4D-MRT-basierte Simulation der Lungenbewegung in statischen CT-Daten. Bildverarbeitung für die Medizin 2013: 134-139 - [c59]Julia Krüger, Jan Ehrhardt, Arpad Bischof, Heinz Handels:
Simulation mammographischer Brustkompression zur Generierung von MRT-Projektionsbildern. Bildverarbeitung für die Medizin 2013: 146-151 - [c58]René Werner, Christine Duscha, Alexander Schmidt-Richberg, Jan Ehrhardt, Heinz Handels:
Assessing accuracy of non-linear registration in 4D image data using automatically detected landmark correspondences. Medical Imaging: Image Processing 2013: 86690Z - [c57]Julia Krüger, Jan Ehrhardt, Arpad Bischof, Heinz Handels:
Breast compression simulation using ICP-based B-spline deformation for correspondence analysis in mammography and MRI datasets. Medical Imaging: Image Processing 2013: 86691D - [c56]Matthias Wilms, René Werner, Jan Ehrhardt, Alexander Schmidt-Richberg, Maximilian Blendowski, Heinz Handels:
Surrogate-based diffeomorphic motion estimation for radiation therapy: comparison of multivariate regression approaches. Medical Imaging: Image Processing 2013: 866915 - 2012
- [j9]Alexander Schmidt-Richberg, René Werner, Heinz Handels, Jan Ehrhardt:
Estimation of slipping organ motion by registration with direction-dependent regularization. Medical Image Anal. 16(1): 150-159 (2012) - [c55]Julia Krüger, Jan Ehrhardt, Arpad Bischof, Jörg Barkhausen, Heinz Handels:
Automatische Bestimmung von 2D/3D-Korrespondenzen in Mammographie- und Tomosynthese-Bilddaten. Bildverarbeitung für die Medizin 2012: 99-104 - [c54]Alexander Schmidt-Richberg, Jan Ehrhardt, Matthias Wilms, René Werner, Heinz Handels:
Evaluation of Algorithms for Lung Fissure Segmentation in CT Images. Bildverarbeitung für die Medizin 2012: 201-206 - [c53]Matthias Wilms, Jan Ehrhardt, Heinz Handels:
Modellbasierte 4D-Segmentierung von Lungen mit großen Tumoren in räumlichzeitlichen CT-Bildfolgen. GI-Jahrestagung 2012: 1764-1773 - [c52]René Werner, Jan Ehrhardt, Alexander Schmidt-Richberg, Matthias Wilms, Maximilian Blendowski, Heinz Handels:
A Diffeomorphic Framework for Surrogate-based Motion Estimation in Radiation Therapy: Concept and First Evaluation. GI-Jahrestagung 2012: 1774-1785 - [c51]Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Heinz Handels:
Lung Registration with Improved Fissure Alignment by Integration of Pulmonary Lobe Segmentation. MICCAI (2) 2012: 74-81 - [c50]Matthias Wilms, Jan Ehrhardt, Heinz Handels:
A 4D Statistical Shape Model for Automated Segmentation of Lungs with Large Tumors. MICCAI (2) 2012: 347-354 - [c49]René Werner, Jan Ehrhardt, Alexander Schmidt-Richberg, Heinz Handels:
Model-based risk assessment for motion effects in 3D radiotherapy of lung tumors. Medical Imaging: Image-Guided Procedures 2012: 83160C - [c48]Alexander Schmidt-Richberg, Jan Ehrhardt, Matthias Wilms, René Werner, Heinz Handels:
Pulmonary lobe segmentation with level sets. Medical Imaging: Image Processing 2012: 83142V - [c47]Jan Ehrhardt, Julia Krüger, Arpad Bischof, Jörg Barkhausen, Heinz Handels:
Automatic correspondence detection in mammogram and breast tomosynthesis images. Medical Imaging: Image Processing 2012: 831421 - [c46]Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Heinz Handels:
Fast Explicit Diffusion for Registration with Direction-Dependent Regularization. WBIR 2012: 220-228 - 2011
- [j8]Jan Ehrhardt, René Werner, Alexander Schmidt-Richberg, Heinz Handels:
Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration. IEEE Trans. Medical Imaging 30(2): 251-265 (2011) - [j7]Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim:
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Medical Imaging 30(11): 1901-1920 (2011) - [c45]Nils Daniel Forkert, Alexander Schmidt-Richberg, Jan Ehrhardt, Jens Fiehler, Heinz Handels, Dennis Säring:
Vesselness-geführte Level-Set Segmentierung von zerebralen Gefäßen. Bildverarbeitung für die Medizin 2011: 8-12 - [c44]Jan-Christoph Wolf, Alexander Schmidt-Richberg, René Werner, Jan Ehrhardt, Heinz Handels:
Optimierung nicht-linearer Registrierung durch automatisch detektierte Landmarken. Bildverarbeitung für die Medizin 2011: 89-93 - [c43]Stefan Köhnen, Jan Ehrhardt, Alexander Schmidt-Richberg, Heinz Handels:
CUDA Optimierung von nicht-linearer oberflächen- und intensitätsbasierter Registrierung. Bildverarbeitung für die Medizin 2011: 99-103 - [c42]Matthias Wilms, Jan Ehrhardt, Heinz Handels:
Automatische Segmentierung der Lungenflügel in CT-Daten. Bildverarbeitung für die Medizin 2011: 119-123 - [c41]Alexander Schmidt-Richberg, René Werner, Jan Ehrhardt, Jan-Christoph Wolf, Heinz Handels:
Landmark-driven parameter optimization for non-linear image registration. Medical Imaging: Image Processing 2011: 79620T - [c40]Nils Daniel Forkert, Dennis Säring, Till Illies, Jens Fiehler, Jan Ehrhardt, Heinz Handels, Alexander Schmidt-Richberg:
Direction-dependent level set segmentation of cerebrovascular structures. Medical Imaging: Image Processing 2011: 79623S - [e2]Heinz Handels, Jan Ehrhardt, Thomas Martin Deserno, Hans-Peter Meinzer, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme - Anwendungen, Proceedings des Workshops vom 20. bis 22. März 2011 in Lübeck. Informatik Aktuell, Springer 2011, ISBN 978-3-642-19335-4 [contents] - 2010
- [j6]René Werner, Jan Ehrhardt, Alexander Schmidt-Richberg, Anabell Heiß, Heinz Handels:
Estimation of motion fields by non-linear registration for local lung motion analysis in 4D CT image data. Int. J. Comput. Assist. Radiol. Surg. 5(6): 595-605 (2010) - [c39]René Werner, Jan-Christoph Wolf, Jan Ehrhardt, Alexander Schmidt-Richberg, Heinz Handels:
Automatische Landmarkendetektion und -übertragung zur Evaluation der Registrierung von thorakalen CT-Daten. Bildverarbeitung für die Medizin 2010: 31-35 - [c38]Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Heinz Handels:
Direction-dependent regularization for improved estimation of liver and lung motion in 4D image data. Medical Imaging: Image Processing 2010: 76232Y - [c37]Heike Hufnagel, Jan Ehrhardt, Xavier Pennec, Alexander Schmidt-Richberg, Heinz Handels:
Coupled level set segmentation using a point-based statistical shape model relying on correspondence probabilities. Medical Imaging: Image Processing 2010: 762318 - [c36]Jan Ehrhardt, René Werner, Alexander Schmidt-Richberg, Heinz Handels:
A statistical shape and motion model for the prediction of respiratory lung motion. Medical Imaging: Image Processing 2010: 762353
2000 – 2009
- 2009
- [c35]René Werner, Jan Ehrhardt, Alexander Schmidt-Richberg, Florian Cremers, Heinz Handels:
Estimation of Inner Lung Motion Fields by Non-linear Registration. Bildverarbeitung für die Medizin 2009: 102-106 - [c34]Michael Schwenke, Matthias Färber, Jan Ehrhardt, Andreas Plaß, Heinz Handels:
Atlasbasierte 3D-Segmentierung medizinischer Bilddaten mit Fast-Marching-Methoden. Bildverarbeitung für die Medizin 2009: 172-176 - [c33]Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Heinz Handels:
Integrierte Segmentierung und Trajektorienberechnung mittels diffeomorpher Registrierung in räumlich-zeitlichen CT-Bildfolgen. Bildverarbeitung für die Medizin 2009: 182-186 - [c32]Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Heinz Handels:
Slipping Objects in Image Registration: Improved Motion Field Estimation with Direction-Dependent Regularization. MICCAI (1) 2009: 755-762 - [c31]René Werner, Jan Ehrhardt, Alexander Schmidt-Richberg, Heinz Handels:
Validation and comparison of a biophysical modeling approach and non-linear registration for estimation of lung motion fields in thoracic 4D CT data. Medical Imaging: Image Processing 2009: 72590U - 2008
- [j5]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels:
Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization- iterative closest point algorithm. Int. J. Comput. Assist. Radiol. Surg. 2(5): 265-273 (2008) - [c30]Alexander Schmidt-Richberg, Jan Ehrhardt, Heinz Handels:
Variationeller Ansatz für eine integrierte Segmentierung und nicht-lineare Registrierung. Bildverarbeitung für die Medizin 2008: 26-30 - [c29]René Werner, Jan Ehrhardt, Rainer Schmidt, Heinz Handels:
Finite-Element-Modellierung von respiratorischen Lungenbewegungen als elastizitätstheoretisches Kontaktproblem zur Bewegungsschätzung in 4D-CT-Daten. Bildverarbeitung für die Medizin 2008: 112-116 - [c28]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels:
A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities. Bildverarbeitung für die Medizin 2008: 277-282 - [c27]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels:
Comparison of statistical shape models built on correspondence probabilities and one-to-one correspondences. Medical Imaging: Image Processing 2008: 69144T - [c26]Jan Ehrhardt, Alexander Schmidt-Richberg, Heinz Handels:
Simultaneous segmentation and motion estimation in 4D-CT data using a variational approach. Medical Imaging: Image Processing 2008: 691437 - [c25]Jan Ehrhardt, René Werner, Alexander Schmidt-Richberg, Benny Schulz, Heinz Handels:
Generation of a Mean Motion Model of the Lung Using 4D-CT Image Data. VCBM 2008: 69-76 - 2007
- [j4]Matthias Färber, Jan Ehrhardt, Heinz Handels:
Live-wire-based segmentation using similarities between corresponding image structures. Comput. Medical Imaging Graph. 31(7): 549-560 (2007) - [j3]Heinz Handels, René Werner, Rainer Schmidt, Thorsten Frenzel, Wei Lu, Daniel Low, Jan Ehrhardt:
4D medical image computing and visualization of lung tumor mobility in spatio-temporal CT image data. Int. J. Medical Informatics 76(S3): S433-S439 (2007) - [c24]Kai Bestmann, Jan Ehrhardt, Daniel Briem, Johannes Rüger, Stefan Müller, Heinz Handels:
Computergestützte 3D-Operationsplanung zur präoperativen Repositionierung von Knochenfragmenten bei komplizierten Knochenbrüchen. Bildverarbeitung für die Medizin 2007: 192-196 - [c23]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz Handels, Nicholas Ayache:
Point-Based Statistical Shape Models with Probabilistic Correspondences and Affine EM-ICP. Bildverarbeitung für die Medizin 2007: 434-438 - [c22]Jan Ehrhardt, Alexander Schmidt-Richberg, Heinz Handels:
A Variational Approach for Combined Segmentation and Estimation of Respiratory Motion in Temporal Image Sequences. ICCV 2007: 1-7 - [c21]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz Handels, Nicholas Ayache:
Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities. MICCAI (1) 2007: 959-967 - [c20]Jan Ehrhardt, René Werner, Thorsten Frenzel, Wei Lu, Daniel Low, Heinz Handels:
Analysis of free breathing motion using artifact reduced 4D CT image data. Medical Imaging: Image Processing 2007: 65121N - 2006
- [c19]René Werner, Jan Ehrhardt, Thorsten Frenzel, Dennis Säring, Daniel Low, Heinz Handels:
Rekonstruktion von 4D-CT-Daten aus räumlich-zeitlichen CT-Segmentfolgen zur Analyse atmungsbedingter Organbewegungen. Bildverarbeitung für die Medizin 2006: 6-10 - [c18]Dennis Säring, Jan Ehrhardt, Alexander Stork, M. Bansmann, Gunnar Lund, Heinz Handels:
Analysis of the Left Ventricle After Myocardial Infarction Combining 4D Cine-MR and 3D DE-MR Image Sequences. Bildverarbeitung für die Medizin 2006: 56-60 - [c17]