| 2025 | ICCV | Uncertainty-Aware ControlNet: Bridging Domain Gaps with Synthetic Image Generation. | Joshua Niemeijer, Jan Ehrhardt, Heinz Handels, Hristina Uzunova |
| 2024 | MICCAI | 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 |
| 2022 | MICCAI | Low-Rank and Sparse Metamorphic Autoencoders for Unsupervised Pathology Disentanglement. | Hristina Uzunova, Heinz Handels, Jan Ehrhardt |
| 2020 | MICCAI | Generation of Annotated Brain Tumor MRIs with Tumor-induced Tissue Deformations for Training and Assessment of Neural Networks. | Hristina Uzunova, Jan Ehrhardt, Heinz Handels |
| 2020 | MICCAI | A Kernelized Multi-level Localization Method for Flexible Shape Modeling with Few Training Data. | Matthias Wilms, Jan Ehrhardt, Nils D. Forkert |
| 2019 | MICCAI | Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images. | Hristina Uzunova, Jan Ehrhardt, Fabian Jacob, Alex Frydrychowicz, Heinz Handels |
| 2017 | MICCAI | Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation. | Hristina Uzunova, Matthias Wilms, Heinz Handels, Jan Ehrhardt |
| 2017 | MICCAI | Representative Patch-based Active Appearance Models Generated from Small Training Populations. | Matthias Wilms, Heinz Handels, Jan Ehrhardt |
| 2016 | ECCV | Patch-Based Low-Rank Matrix Completion for Learning of Shape and Motion Models from Few Training Samples. | Jan Ehrhardt, Matthias Wilms, Heinz Handels |
| 2015 | ICCV | Probabilistic Appearance Models for Segmentation and Classification. | Julia Krger, Jan Ehrhardt, Heinz Handels |
| 2015 | MICCAI | Automatic Detection of Cardiac Remodeling Using Global and Local Clinical Measures and Random Forest Classification. | Jan Ehrhardt, Matthias Wilms, Heinz Handels, Dennis Sring |
| 2012 | GI | A Diffeomorphic Framework for Surrogate-based Motion Estimation in Radiation Therapy: Concept and First Evaluation. | Ren Werner, Jan Ehrhardt, Alexander Schmidt-Richberg, Matthias Wilms, Maximilian Blendowski, Heinz Handels |
| 2012 | GI | Modellbasierte 4D-Segmentierung von Lungen mit groen Tumoren in rumlichzeitlichen CT-Bildfolgen. | Matthias Wilms, Jan Ehrhardt, Heinz Handels |
| 2012 | MICCAI | Lung Registration with Improved Fissure Alignment by Integration of Pulmonary Lobe Segmentation. | Alexander Schmidt-Richberg, Jan Ehrhardt, Ren Werner, Heinz Handels |
| 2012 | MICCAI | A 4D Statistical Shape Model for Automated Segmentation of Lungs with Large Tumors. | Matthias Wilms, Jan Ehrhardt, Heinz Handels |
| 2009 | MICCAI | Slipping Objects in Image Registration: Improved Motion Field Estimation with Direction-Dependent Regularization. | Alexander Schmidt-Richberg, Jan Ehrhardt, Ren Werner, Heinz Handels |
| 2007 | ICCV | A Variational Approach for Combined Segmentation and Estimation of Respiratory Motion in Temporal Image Sequences. | Jan Ehrhardt, Alexander Schmidt-Richberg, Heinz Handels |
| 2007 | MICCAI | Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities. | Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz Handels, Nicholas Ayache |
| 2003 | MICCAI | 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 Pltz, Siegfried J. Pppl |