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Frauke Wilm
Frauke Wilm
Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander-Universität Erlangen
Bestätigte E-Mail-Adresse bei fau.de
Titel
Zitiert von
Zitiert von
Jahr
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
862023
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
352022
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
262021
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
162023
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
122022
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
112021
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
92021
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
62022
“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
52018
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
42023
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
42023
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
32024
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
32023
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
32021
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
22022
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
12023
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
12023
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
12023
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
12023
Dataset on bi-and multi-nucleated tumor cells in canine cutaneous mast cell tumors
CA Bertram, TA Donovan, M Tecilla, F Bartenschlager, M Fragoso, F Wilm, ...
Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021
12021
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