Frauke Wilm
Frauke Wilm, M. Sc.
Academic CV
- Since 08/2020:
PhD Student at the Pattern Recognition Lab, FAU Erlangen-Nürnberg in Cooperation with Merck KGaA, Darmstadt
Research Topic: Digital Pathology - 04/2018 – 05/2020:
Master’s Degree in Medical Engineering with Focus on Medical Imaging and Data Processing, FAU Erlangen-Nürnberg
Master’s Thesis: “Computationally-Optimized Determination of Tumor Areas with Deep Neural Networks on Digitized HE-Stained Tissue Sections” - 10/2014 – 02/2018:
Bachelor’s Degree in Medical Engineering with Focus on Medical Imaging and Data Processing, FAU Erlangen-Nürnberg
Bachelor’s Thesis: “Entwicklung einer Smartphone Applikation zur Anwendung in einer Migränestudie”
Projects
No projects found.
Publications
2023
Journal Articles
Mitosis domain generalization in histopathology images — The MIDOG challenge
In: Medical Image Analysis 84 (2023), Article No.: 102699
ISSN: 1361-8415
DOI: 10.1016/j.media.2022.102699
BibTeX: Download
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2022
Journal Articles
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset
In: Scientific Data 9 (2022), Article No.: 588
ISSN: 2052-4463
DOI: 10.1038/s41597-022-01692-w
BibTeX: Download
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Inter-species cell detection - datasets on pulmonary hemosiderophages in equine, human and feline specimens
In: Scientific Data 9 (2022)
ISSN: 2052-4463
DOI: 10.1038/s41597-022-01389-0
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Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy
In: Veterinary Pathology 59 (2022), p. 211-226
ISSN: 0300-9858
DOI: 10.1177/03009858211067478
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Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification
In: Journal of Medical Imaging 9 (2022)
ISSN: 2329-4310
DOI: 10.1117/1.JMI.9.2.027501
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Computer Assistance: A New Gold Standard for the Mitotic Count?
In: Journal of Comparative Pathology 191 (2022)
ISSN: 0021-9975
BibTeX: Download
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Conference Contributions
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021 (Strasbourg, FRA, September 27, 2021 - October 1, 2021)
In: Marc Aubreville, David Zimmerer, Mattias Heinrich (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-030-97281-3_1
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2021
Conference Contributions
Robust Quad-Tree based Registration on Whole Slide Images
MICCAI Computational Pathlogy (COMPAY) Workshop
BibTeX: Download
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Cell Detection for Asthma on Partially Annotated Whole Slide Images: Learning to be EXACT
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_36
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Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_33
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Iterative Cross-Scanner Registration for Whole Slide Images
IEEE/CVF International Conference on Computer Vision (ICCVW)
In: 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), LOS ALAMITOS: 2021
DOI: 10.1109/ICCVW54120.2021.00071
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Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_56
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2018
Conference Contributions
"MigraineMonitor" – Towards a System for the Prediction of Migraine Attacks using Electrostimulation
52th Annual Conference of the German Society for Biomedical Engineering (VDE|DGBMT) (Aachen, September 26, 2018 - September 28, 2018)
In: Current Directions in Biomedical Engineering 2018
DOI: 10.1515/cdbme-2018-0151
URL: https://www.mad.tf.fau.de/files/2018/09/2018-StefkeWilm-DGBMT-MigraineMonitor.pdf
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