‘Project & excite’modules for segmentation of volumetric medical scans AM Rickmann, AG Roy, I Sarasua, N Navab, C Wachinger Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 44 | 2019 |
Vox2cortex: Fast explicit reconstruction of cortical surfaces from 3d mri scans with geometric deep neural networks F Bongratz, AM Rickmann, S Pölsterl, C Wachinger Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 42 | 2022 |
Importance Driven Continual Learning for Segmentation Across Domains S Özgün, AM Rickmann, AG Roy, C Wachinger Machine Learning in Medical Imaging, 423-433, 2020 | 31 | 2020 |
Recalibrating 3D ConvNets with Project & Excite AM Rickmann, AG Roy, I Sarasua, C Wachinger IEEE Transactions on Medical Imaging, 2020 | 28 | 2020 |
AbdomenNet: deep neural network for abdominal organ segmentation in epidemiologic imaging studies AM Rickmann, J Senapati, O Kovalenko, A Peters, F Bamberg, ... BMC medical imaging 22 (1), 168, 2022 | 9 | 2022 |
Keep the faith: Faithful explanations in convolutional neural networks for case-based reasoning TN Wolf, F Bongratz, AM Rickmann, S Pölsterl, C Wachinger Proceedings of the AAAI Conference on Artificial Intelligence 38 (6), 5921-5929, 2024 | 7 | 2024 |
Abdominal organ segmentation via deep diffeomorphic mesh deformations F Bongratz, AM Rickmann, C Wachinger Scientific reports 13 (1), 18270, 2023 | 7* | 2023 |
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI F Bongratz, AM Rickmann, C Wachinger Medical Image Analysis 93, 103093, 2024 | 6 | 2024 |
STRUDEL: Self-training with Uncertainty Dependent Label Refinement Across Domains F Gröger, AM Rickmann, C Wachinger International Workshop on Machine Learning in Medical Imaging, 306-316, 2021 | 3 | 2021 |
Vertex Correspondence in Cortical Surface Reconstruction AM Rickmann, F Bongratz, C Wachinger International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 1 | 2023 |
HALOS: Hallucination-Free Organ Segmentation After Organ Resection Surgery AM Rickmann, M Xu, TN Wolf, O Kovalenko, C Wachinger International Conference on Information Processing in Medical Imaging, 667-678, 2023 | 1 | 2023 |
V2C-Long: Longitudinal Cortex Reconstruction with Spatiotemporal Correspondence F Bongratz, J Fecht, AM Rickmann, C Wachinger arXiv preprint arXiv:2402.17438, 2024 | | 2024 |
Deep learning for medical image processing AM Rickmann lmu, 2024 | | 2024 |
Joint Reconstruction and Parcellation of Cortical Surfaces AM Rickmann, F Bongratz, S Pölsterl, I Sarasua, C Wachinger International Workshop on Machine Learning in Clinical Neuroimaging, 3-12, 2022 | | 2022 |