| Autoencoders for unsupervised anomaly segmentation in brain MR images: a comparative study C Baur, S Denner, B Wiestler, N Navab, S Albarqouni Medical Image Analysis 69, 101952, 2021 | 386 | 2021 |
| Spatio-temporal learning from longitudinal data for multiple sclerosis lesion segmentation S Denner, A Khakzar, M Sajid, M Saleh, Z Spiclin, ST Kim, N Navab Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021 | 27 | 2021 |
| Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke G Brugnara, M Baumgartner, ED Scholze, K Deike-Hofmann, K Kades, ... Nature Communications 14 (1), 4938, 2023 | 18 | 2023 |
| Leveraging foundation models for content-based medical image retrieval in radiology S Denner, D Zimmerer, D Bounias, M Bujotzek, S Xiao, L Kausch, ... arXiv preprint arXiv:2403.06567, 2024 | 5 | 2024 |
| Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation K Gotkowski, C Lüth, PF Jäger, S Ziegler, L Krämer, S Denner, S Xiao, ... arXiv preprint arXiv:2403.12834, 2024 | 4 | 2024 |
| Efficient Large Scale Medical Image Dataset Preparation for Machine Learning Applications S Denner, J Scherer, K Kades, D Bounias, P Schader, L Kausch, ... MICCAI Workshop on Data Engineering in Medical Imaging, 46-55, 2023 | 4 | 2023 |
| Visual Prompt Engineering for Medical Vision Language Models in Radiology S Denner, M Bujotzek, D Bounias, D Zimmerer, R Stock, K Maier-Hein ECCV 2024 Workshop on Emergent Visual Abilities and Limits of Foundation Models, 2024 | 3 | 2024 |
| From Generalist to Specialist: Incorporating Domain-Knowledge into Flamingo for Chest X-Ray Report Generation R Stock, S Denner, Y Kirchhoff, C Ulrich, MR Rokuss, S Roy, N Disch, ... Medical Imaging with Deep Learning, 2024 | 2 | 2024 |
| kaapana/kaapana: v0.2.0 J Scherer, K Kades, H Gao, P Schader, K Parekh, S Parampottupadam, ... Computer Program. Version 0.2.0, 2022 | 2 | 2022 |
| Automated ensemble multimodal machine learning for healthcare F Imrie*, S Denner*, LS Brunschwig, K Maier-Hein, M van der Schaar IEEE Journal of Biomedical and Health Informatics, 2025 | 1 | 2025 |
| Longitudinal segmentation of MS lesions via temporal Difference Weighting M Rokuss, Y Kirchhoff, S Roy, B Kovacs, C Ulrich, T Wald, M Zenk, ... arXiv preprint arXiv:2409.13416, 2024 | 1 | 2024 |
| Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain MR Bujotzek, Ü Akünal, S Denner, P Neher, M Zenk, E Frodl, A Jaiswal, ... arXiv preprint arXiv:2405.09409, 2024 | 1 | 2024 |
| Decoupling Semantic Similarity from Spatial Alignment for Neural Networks T Wald, C Ulrich, G Köhler, D Zimmerer, S Denner, M Baumgartner, ... arXiv preprint arXiv:2410.23107, 2024 | | 2024 |
| kaapana/kaapana: v0.3.1 Ü Akünal, R Baidya, M Bankovic, J Beyermann, M Bujotzek, S Denner, ... https://doi.org/10.5281/zenodo.11035592, 2024 | | 2024 |
| Automatic classification of prostate MR series type using image content and metadata D Krishnaswamy, B Kovács, S Denner, S Pieper, D Clunie, CP Bridge, ... Medical Imaging with Deep Learning, 2024 | | 2024 |
| Systems, Devices, Components and Methods for Electroanatomical Mapping of the Heart Using 3D Reconstructions Derived from Biosignals AT Grund, SM Denner, DE Luksic, P Haeusser, P Ruppersberg, ... US Patent App. 18/125,630, 2023 | | 2023 |
| Biosignal-Based Intracardiac Navigation Systems, Devices, Components and Methods SM Denner, P Haeusser, P Ruppersberg, DE Luksic, AT Grund US Patent App. 17/863,246, 2022 | | 2022 |
| VLM In radiology S Denner Medical Imaging with Deep Learning, 0 | | |
Klaus H. Maier-HeinProfessor, Medical Image Computing, German Cancer Research CenterZweryfikowany adres z dkfz.de