| Mitosis domain generalization in histopathology images—The MIDOG challenge M Aubreville, N Stathonikos, CA Bertram, R Klopfleisch, N Ter Hoeve, ... Medical Image Analysis 84, 102699, 2023 | 93 | 2023 |
| Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy CA Bertram, M Aubreville, TA Donovan, A Bartel, F Wilm, C Marzahl, ... Veterinary pathology 59 (2), 211-226, 2022 | 38 | 2022 |
| Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge F Wilm, C Marzahl, K Breininger, M Aubreville arXiv preprint arXiv:2108.11269, 2021 | 27 | 2021 |
| A comprehensive multi-domain dataset for mitotic figure detection M Aubreville, F Wilm, N Stathonikos, K Breininger, TA Donovan, S Jabari, ... Scientific Data 10 (1), 484, 2023 | 21 | 2023 |
| Robust Quad-Tree based Registration on Whole Slide Images C Marzahl, F Wilm, L Tharun, S Perner, CA Bertram, C Kröger, J Voigt, ... MICCAI Workshop on Computational Pathology, 181-190, 2021 | 13 | 2021 |
| Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset F Wilm, M Fragoso, C Marzahl, J Qiu, C Puget, L Diehl, CA Bertram, ... Scientific Data 9 (1), 1-13, 2022 | 12 | 2022 |
| Influence of inter-annotator variability on automatic mitotic figure assessment F Wilm, CA Bertram, C Marzahl, A Bartel, TA Donovan, CA Assenmacher, ... Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | 11 | 2021 |
| Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification F Wilm, M Benz, V Bruns, S Baghdadlian, J Dexl, D Hartmann, P Kuritcyn, ... Journal of Medical Imaging 9 (2), 027501-027501, 2022 | 8 | 2022 |
| Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images M Fragoso-Garcia, F Wilm, CA Bertram, S Merz, A Schmidt, T Donovan, ... Veterinary Pathology 60 (6), 865-875, 2023 | 6 | 2023 |
| Domain generalization across tumor types, laboratories, and species—Insights from the 2022 edition of the Mitosis Domain Generalization Challenge M Aubreville, N Stathonikos, TA Donovan, R Klopfleisch, J Ammeling, ... Medical Image Analysis 94, 103155, 2024 | 5 | 2024 |
| “MigraineMonitor”–Towards a System for the Prediction of Migraine Attacks using Electrostimulation A Stefke, F Wilm, R Richer, S Gradl, BM Eskofier, C Forster, B Namer Current Directions in Biomedical Engineering 4 (1), 629-632, 2018 | 5 | 2018 |
| Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset F Wilm, M Fragoso, CA Bertram, N Stathonikos, M Öttl, J Qiu, ... BVM Workshop, 206-211, 2023 | 4 | 2023 |
| Pan-tumor T-lymphocyte detection using deep neural networks: Recommendations for transfer learning in immunohistochemistry F Wilm, C Ihling, G Méhes, L Terracciano, C Puget, R Klopfleisch, ... Journal of Pathology Informatics 14, 100301, 2023 | 3 | 2023 |
| Iterative Cross-Scanner Registration for Whole Slide Images L Theelke, F Wilm, C Marzahl, CA Bertram, R Klopfleisch, A Maier, ... Proceedings of the IEEE/CVF International Conference on Computer Vision, 582-590, 2021 | 3 | 2021 |
| Rethinking U-net Skip Connections for Biomedical Image Segmentation F Wilm, J Ammeling, M Öttl, RHJ Fick, M Aubreville, K Breininger arXiv preprint arXiv:2402.08276, 2024 | 2 | 2024 |
| Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation J Qiu, F Wilm, M Öttl, M Schlereth, C Liu, T Heimann, M Aubreville, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
| Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology F Wilm, M Fragoso, CA Bertram, N Stathonikos, M Öttl, J Qiu, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 2 | 2023 |
| Improved her2 tumor segmentation with subtype balancing using deep generative networks M Öttl, J Steenpass, M Rübner, CI Geppert, J Qiu, F Wilm, A Hartmann, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | 2 | 2023 |
| Inter-species cell detection-datasets on pulmonary hemosiderophages in equine, human and feline specimens C Marzahl, J Hill, J Stayt, D Bienzle, L Welker, F Wilm, J Voigt, ... Scientific Data 9 (1), 269, 2022 | 2 | 2022 |
| Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge J Ammeling, F Wilm, J Ganz, K Breininger, M Aubreville Mitosis Domain Generalization and Diabetic Retinopathy Analysis: MICCAI …, 2023 | 1 | 2023 |
