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Heinz Handels
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- affiliation: University of Lübeck, Germany
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2020 – today
- 2024
- [j38]Sebastian Germer
, Christiane Rudolph
, Louisa Labohm, Alexander Katalinic
, Natalie Rath
, Katharina Rausch, Bernd Holleczek, Heinz Handels
:
Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models. Int. J. Medical Informatics 191: 105607 (2024) - [c215]Jan Ehrhardt, Hristina Uzunova, Paul Kaftan, Julia Krüger, Roland Opfer, Heinz Handels:
Abstract: Focused Unsupervised Image Registration for Structure-specific Population Analysis. Bildverarbeitung für die Medizin 2024: 52 - [c214]Marc S. Seibel, Joshua Niemeijer, Marc Rowedder, Helge Sudkamp, Timo Kepp, Gereon Hüttmann, Heinz Handels:
Abstract: Reducing Domain Shift in Deep Learning for OCT Segmentation using Image Manipulations. Bildverarbeitung für die Medizin 2024: 81 - [c213]Marc Rowedder, Timo Kepp, Tobias Neumann, Helge Sudkamp, Gereon Hüttmann, Heinz Handels:
Abstract: Denoising of Home OCT Images using Noise-to-noise Trained on Artificial Eye Data. Bildverarbeitung für die Medizin 2024: 155 - [c212]Marc S. Seibel
, Hristina Uzunova, Timo Kepp, Heinz Handels:
Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images. ISBI 2024: 1-5 - [c211]Joshua Niemeijer, Jan Ehrhardt, Hristina Uzunova, Heinz Handels:
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification - Leveraging Epistemic Uncertainty to Improve Model Performance. SASHIMI@MICCAI 2024: 69-78 - [e27]Andreas Maier
, Thomas M. Deserno
, Heinz Handels
, Klaus H. Maier-Hein
, Christoph Palm
, Thomas Tolxdorff
:
Bildverarbeitung für die Medizin 2024 - Proceedings, German Conference on Medical Image Computing, Erlangen, March 10-12, 2024. Informatik Aktuell, Springer 2024, ISBN 978-3-658-44036-7 [contents] - [i13]Marc S. Seibel, Hristina Uzunova, Timo Kepp, Heinz Handels:
Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images. CoRR abs/2404.05409 (2024) - [i12]Sofija Engelson, Jan Ehrhardt, Timo Kepp, Joshua Niemeijer, Heinz Handels:
LNQ Challenge 2023: Learning Mediastinal Lymph Node Segmentation with a Probabilistic Lymph Node Atlas. CoRR abs/2406.03984 (2024) - [i11]Joshua Niemeijer, Jan Ehrhardt, Hristina Uzunova, Heinz Handels:
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification. CoRR abs/2406.17473 (2024) - [i10]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, Heinz Handels, Satoshi Kasai, Satoshi Kondo, Klaus H. Maier-Hein, Julia A. Schnabel, Guotai Wang, Litingyu Wang, Tassilo Wald, Guang-Zhong Yang, Hanxiao Zhang, Minghui Zhang, Steven D. Pieper, Gordon J. Harris, Ron Kikinis, Tina Kapur:
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification. CoRR abs/2408.10069 (2024) - 2023
- [c210]Timo Kepp, Julia Andresen, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Heinz Handels:
Abstract: Shape-based Segmentation of Retinal Layers and Fluids in OCT Image Data. Bildverarbeitung für die Medizin 2023: 11 - [c209]Nele Sophie Brügge, Esfandiar Mohammadi, Alexander Münchau, Tobias Bäumer, Christian Frings, Christian Beste
, Veit Rößner, Heinz Handels:
Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects. ICASSP 2023: 1-5 - [c208]Timo Kepp, Julia Andresen, Claus von der Burchard, Johann Roider, Gereon Hüttmann, Heinz Handels:
Shape-based segmentation of retinal layers and fluids in OCT image data. Computer-Aided Diagnosis 2023 - [c207]Joshua Niemeijer, Jan Ehrhardt, Timo Kepp, Jörg P. Schäfer
, Heinz Handels:
Overcoming the sensor delta for semantic segmentation in OCT images. Computer-Aided Diagnosis 2023 - [c206]René Pallenberg, Marja Fleitmann, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Jörg Barkhausen, Arpad Bischof, Heinz Handels:
Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT Angiography. MIE 2023: 952-956 - [c205]Jan Ehrhardt, Heinz Handels:
Implicitly Solved Regularization for Learning-Based Image Registration. MLMI@MICCAI (1) 2023: 137-146 - [e26]Thomas M. Deserno
, Heinz Handels
, Andreas K. Maier
, Klaus H. Maier-Hein
, Christoph Palm
, Thomas Tolxdorff
:
Bildverarbeitung für die Medizin 2023 - Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023. Informatik Aktuell, Springer 2023, ISBN 978-3-658-41656-0 [contents] - [d1]Sebastian Germer
, Christiane Rudolph
, Louisa Labohm, Alexander Katalinic
, Natalie Rath, Katharina Rausch, Bernd Holleczek
, Heinz Handels
, AI-CARE-Consortium:
AI-CARE-Consortium/survival-analysis-lung-cancer: v.1.0. Zenodo, 2023 - 2022
- [j37]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) - [j36]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) - [c204]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 - [c203]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 - [c202]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 - [c201]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 - [c200]Hristina Uzunova, Leonie Basso
, Jan Ehrhardt, Heinz Handels
:
Synthesis of annotated pathological retinal OCT data with pathology-induced deformations. Computer-Aided Diagnosis 2022 - [c199]Hristina Uzunova, Heinz Handels, Jan Ehrhardt:
Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglement. MAD@MICCAI 2022: 59-69 - [c198]Hannes Ulrich, Hristina Uzunova, Heinz Handels, Josef Ingenerf:
Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks. MIE 2022: 357-361 - [c197]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 - [e25]Klaus H. Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier
, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2022 - Proceedings, German Workshop on Medical Image Computing, Heidelberg, June 26-28, 2022. Informatik Aktuell, Springer 2022, ISBN 978-3-658-36931-6 [contents] - 2021
- [j35]Andreas K. Maier, Thomas M. Deserno, Heinz Handels
, Klaus H. Maier-Hein, Christoph Palm
, Thomas Tolxdorff:
IJCARS: BVM 2021 special issue. Int. J. Comput. Assist. Radiol. Surg. 16(12): 2067-2068 (2021) - [c196]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 - [c195]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 - [c194]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 - [c193]Hristina Uzunova, Heinz Handels, Jan Ehrhardt:
Guided Filter Regularization for Improved Disentanglement of Shape and Appearance in Diffeomorphic Autoencoders. MIDL 2021: 774-786 - [e24]Christoph Palm, Thomas M. Deserno, Heinz Handels, Andreas Maier
, Klaus H. Maier-Hein, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2021 - Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Informatik Aktuell, Springer 2021, ISBN 978-3-658-33197-9 [contents] - 2020
- [j34]René Pallenberg
, Marja Fleitmann, Kira Soika, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Jörg Barkhausen, Arpad Bischof, Heinz Handels
:
Automatic quality measurement of aortic contrast-enhanced CT angiographies for patient-specific dose optimization. Int. J. Comput. Assist. Radiol. Surg. 15(10): 1611-1617 (2020) - [j33]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) - [j32]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) - [c192]Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich
, Heinz Handels
:
Abstract: Segmentation of Retinal Low-Cost Optical Coherence Tomography Images Using Deep Learning. Bildverarbeitung für die Medizin 2020: 183 - [c191]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 - [c190]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 - [c189]Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich
, Heinz Handels
:
Segmentation of retinal low-cost optical coherence tomography images using deep learning. Computer-Aided Diagnosis 2020 - [c188]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 - [c187]Marja Fleitmann, Kira Soika, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Peter Hunold
, Jörg Barkhausen, Arpad Bischof, Heinz Handels
:
Computer-Assisted Quality Assessment of Aortic CT Angiographies for Patient-Individual Dose Adjustment. MIE 2020: 123-127 - [c186]Marja Fleitmann, Hristina Uzunova, Andreas Martin Stroth, Jan Gerlach, Alexander Fürschke, Jörg Barkhausen, Arpad Bischof, Heinz Handels
:
Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization. MobiHealth 2020: 315-322 - [e23]Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas K. Maier
, Klaus H. Maier-Hein, Christoph Palm:
Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 15. bis 17. März 2020 in Berlin. Informatik Aktuell, Springer 2020, ISBN 978-3-658-29266-9 [contents] - [i9]Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels:
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning. CoRR abs/2001.08480 (2020) - [i8]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
- [j31]Andreas K. Maier, Thomas M. Deserno
, Heinz Handels
, Klaus H. Maier-Hein, Christoph Palm
, Thomas Tolxdorff
:
Guest editorial of the IJCARS - BVM 2018 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(1): 1-2 (2019) - [j30]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) - [j29]Andreas Maier, Thomas M. Deserno, Heinz Handels
, Klaus H. Maier-Hein
, Christoph Palm
, Thomas Tolxdorff:
IJCARS: BVM 2019 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1823-1824 (2019) - [j28]Niclas Kath, Heinz Handels
, André Mastmeyer
:
Robust GPU-based virtual reality simulation of radio-frequency ablations for various needle geometries and locations. Int. J. Comput. Assist. Radiol. Surg. 14(11): 1825-1835 (2019) - [j27]In Young Ha
, Matthias Wilms
, Heinz Handels
, Mattias P. Heinrich
:
Model-Based Sparse-to-Dense Image Registration for Realtime Respiratory Motion Estimation in Image-Guided Interventions. IEEE Trans. Biomed. Eng. 66(2): 302-310 (2019) - [c185]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 - [c184]Jens Krauth, Stefan Gerlach, Christian Marzahl
, Jörn Voigt, Heinz Handels
:
Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies. Bildverarbeitung für die Medizin 2019: 37-42 - [c183]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 - [c182]Niclas Kath, Heinz Handels
, André Mastmeyer:
Simulation von Radiofrequenzablationen für die Leberpunktion in 4D-VR-Simulationen. Bildverarbeitung für die Medizin 2019: 289-294 - [c181]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 - [c180]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 - [c179]Sandra Schultz, Julia Krüger
, Heinz Handels
, Jan Ehrhardt:
Bayesian inference for uncertainty quantification in point-based deformable image registration. Image Processing 2019: 109491S - [c178]Hristina Uzunova, Jan Ehrhardt, Timo Kepp, Heinz Handels
:
Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders. Image Processing 2019: 1094911 - [c177]Julia Krüger
, Jan Ehrhardt, Sandra Schultz, Heinz Handels
:
A probabilistic approach for the registration of images with missing correspondences. Image Processing 2019: 1094925 - [e22]Heinz Handels, Thomas M. Deserno, Andreas K. Maier, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 17. bis 19. März 2019 in Lübeck. Informatik Aktuell, Springer Vieweg 2019, ISBN 978-3-658-25325-7 [contents] - [i7]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) - [i6]Niclas Kath, Heinz Handels, André Mastmeyer:
Robust GPU-based Virtual Reality Simulation of Radio Frequency Ablations for Various Needle Geometries and Locations. CoRR abs/1907.05709 (2019) - 2018
- [c176]Julia Krüger
, Jan Ehrhardt, Heinz Handels
:
Abstract: Probabilistic Appearance Models for Medical Image Analysis. Bildverarbeitung für die Medizin 2018: 37-38 - [c175]Hristina Uzunova, Heinz Handels
, Jan Ehrhardt:
Unsupervised Pathology Detection in Medical Images using Learning-based Methods. Bildverarbeitung für die Medizin 2018: 61-66 - [c174]André Mastmeyer, Matthias Wilms, Heinz Handels
:
Abstract: Populationsbasierte 4D Bewegungsatlanten für VR Simulationen. Bildverarbeitung für die Medizin 2018: 200 - [c173]Timo Kepp, Christine Droigk, Malte Casper, Michael Evers, Nunciada Salma, Dieter Manstein, Heinz Handels
:
Abstract: Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-Bilddaten. Bildverarbeitung für die Medizin 2018: 203 - [c172]Eike Mücke, Heinz Handels
, René Werner:
Self-reference-based and during-registration detection of motion artifacts in spatio-temporal image data. Image Processing 2018: 105740Q - [c171]Sandra Schultz, Heinz Handels
, Jan Ehrhardt:
A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration. Image Processing 2018: 105740O - [c170]André Mastmeyer, Matthias Wilms, Heinz Handels
:
Population-based respiratory 4D motion atlas construction and its application for VR simulations of liver punctures. Image Processing 2018: 1057417 - [c169]Timo Kepp, Christine Droigk, Malte Casper, Michael Evers
, Nunciada Salma, Dieter Manstein, Heinz Handels
:
Segmentation of subcutaneous fat within mouse skin in 3D OCT image data using random forests. Image Processing 2018: 1057426 - [e21]Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus Hermann Maier-Hein, Christoph Palm, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 11. bis 13. März 2018 in Erlangen. Informatik Aktuell, Springer Vieweg 2018, ISBN 978-3-662-56536-0 [contents] - [i5]Jan Rühaak, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson, Heinz Handels, Jan Modersitzki, Mattias P. Heinrich:
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. CoRR abs/1807.00467 (2018) - 2017
- [j26]André Mastmeyer, Matthias Wilms, Heinz Handels:
Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver Punctures. J. WSCG 25(1): 1-10 (2017) - [j25]Julia Krüger
, Jan Ehrhardt, Heinz Handels
:
Statistical appearance models based on probabilistic correspondences. Medical Image Anal. 37: 146-159 (2017) - [j24]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) - [j23]Jan Rühaak
, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson
, Heinz Handels
, Jan Modersitzki, Mattias P. Heinrich
:
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. IEEE Trans. Medical Imaging 36(8): 1746-1757 (2017) - [c168]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 - [c167]Hristina Uzunova, Heinz Handels
, Jan Ehrhardt:
Robust Groupwise Affine Registration of Medical Images with Stochastic Optimization. Bildverarbeitung für die Medizin 2017: 62-67 - [c166]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 - [c165]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 - [c164]Timo Kepp, Stefan Koinzer, Heinz Handels
, Ralf Brinkmann:
Registrierung von nicht sichtbaren Laserbehandlungsarealen der Retina in Live-Aufnahmen des Fundus. Bildverarbeitung für die Medizin 2017: 331-336 - [c163]André Mastmeyer
, Matthias Wilms, Heinz Handels
:
Interpatientenübertragung von Atemmodellen für das Virtual-Reality-Training von Punktionseingriffen. Bildverarbeitung für die Medizin 2017: 340-345 - [c162]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 - [c161]Matthias Wilms, Heinz Handels
, Jan Ehrhardt:
Representative Patch-based Active Appearance Models Generated from Small Training Populations. MICCAI (1) 2017: 152-160 - [c160]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 - [e20]Klaus Hermann Maier-Hein, Thomas Martin Deserno, Heinz Handels, Thomas Tolxdorff:
Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme - Anwendungen. Proceedings des Workshops vom 12. bis 14. März 2017 in Heidelberg. Informatik Aktuell, Springer 2017, ISBN 978-3-662-54344-3 [contents] - [i4]André Mastmeyer, Guillaume Pernelle, Lauren Barber, Steve Pieper, Dirk Fortmeier, Sandy Wells, Heinz Handels, Tina Kapur:
Model-based Catheter Segmentation in MRI-images. CoRR abs/1705.06712 (2017) - [i3]André Mastmeyer, Dirk Fortmeier, Heinz Handels:
Evaluation of Direct Haptic 4D Volume Rendering of Partially Segmented Data for Liver Puncture Simulation. CoRR abs/1705.07118 (2017) - [i2]André Mastmeyer, Matthias Wilms, Heinz Handels:
Interpatient Respiratory Motion Model Transfer for Virtual Reality Simulations of Liver Punctures. CoRR abs/1707.08554 (2017) - [i1]André Mastmeyer, Matthias Wilms, Heinz Handels:
Population-based Respiratory 4D Motion Atlas Construction and its Application for VR Simulations of Liver Punctures. CoRR abs/1712.01893 (2017) - 2016
- [j22]André Mastmeyer
, Dirk Fortmeier, Heinz Handels
:
Efficient patient modeling for visuo-haptic VR simulation using a generic patient atlas. Comput. Methods Programs Biomed. 132: 161-175 (2016) - [j21]Dirk Fortmeier, André Mastmeyer
, Julian Schröder, Heinz Handels
:
A Virtual Reality System for PTCD Simulation Using Direct Visuo-Haptic Rendering of Partially Segmented Image Data. IEEE J. Biomed. Health Informatics 20(1): 355-366 (2016) - [c159]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 - [c158]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 - [c157]Thomas Polzin
, Marc Niethammer, Mattias P. Heinrich
, Heinz Handels
, Jan Modersitzki:
Memory Efficient LDDMM for Lung CT. MICCAI (3) 2016: 28-36 - [c156]Matthias Wilms, In Young Ha, Heinz Handels
, Mattias Paul Heinrich
:
Model-Based Regularisation for Respiratory Motion Estimation with Sparse Features in Image-Guided Interventions. MICCAI (3) 2016: 89-97 - [c155]Oskar Maier
, Heinz Handels
:
Predicting Stroke Lesion and Clinical Outcome with Random Forests. BrainLes@MICCAI 2016: 219-230 - [c154]André Mastmeyer
, Dirk Fortmeier, Heinz Handels
:
Random forest classification of large volume structures for visuo-haptic rendering in CT images. Image Processing 2016: 97842H - [c153]Julia Krüger
, Jan Ehrhardt, Heinz Handels
:
Multi-level approach for statistical appearance models with probabilistic correspondences. Image Processing 2016: 978433 - [c152]André Mastmeyer
, Matthias Wilms, Dirk Fortmeier, Julian Schröder, Heinz Handels
:
Real-Time Ultrasound Simulation for Training of US-Guided Needle Insertion in Breathing Virtual Patients. MMVR 2016: 219-226 - [e19]Thomas Tolxdorff, Thomas Martin Deserno, Heinz Handels, Hans-Peter Meinzer:
Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme - Anwendungen, Proceedings des Workshops vom 13. bis 15. März 2016 in Berlin. Informatik Aktuell, Springer 2016, ISBN 978-3-662-49464-6 [contents] - [e18]Alessandro Crimi, Bjoern H. Menze
, Oskar Maier
, Mauricio Reyes, Heinz Handels:
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - First International Workshop, Brainles 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9556, Springer 2016, ISBN 978-3-319-30857-9 [contents] - [e17]