Frauke Wilm

2023

Journal Articles

• Aubreville M., Stathonikos N., Bertram CA., Klopfleisch R., ter Hoeve N., Ciompi F., Wilm F., Marzahl C., Donovan TA., Maier A., Breen J., Ravikumar N., Chung Y., Park J., Nateghi R., Pourakpour F., Fick RH., Ben Hadj S., Jahanifar M., Shephard A., Dexl J., Wittenberg T., Kondo S., Lafarge MW., Koelzer VH., Liang J., Wang Y., Long X., Liu J., Razavi S., Khademi A., Yang S., Wang X., Erber R., Klang A., Lipnik K., Bolfa P., Dark MJ., Wasinger G., Veta M., Breininger K.:
  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

2022

Journal Articles

• Wilm F., Fragoso M., Marzahl C., Qiu J., Puget C., Diehl L., Bertram CA., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
  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
• Marzahl C., Hill J., Stayt J., Bienzle D., Welker L., Wilm F., Voigt J., Aubreville M., Maier A., Klopfleisch R., Breininger K., Bertram CA.:
  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
  BibTeX: Download
• Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
  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
  BibTeX: Download
• Wilm F., Benz M., Bruns V., Baghdadlian S., Dexl J., Hartmann D., Kuritcyn P., Weidenfeller M., Wittenberg T., Merkel S., Hartmann A., Eckstein M., Geppert C.:
  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
  BibTeX: Download
• Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
  Computer Assistance: A New Gold Standard for the Mitotic Count?
  In: Journal of Comparative Pathology 191 (2022)
  ISSN: 0021-9975
  BibTeX: Download

Conference Contributions

• Wilm F., Marzahl C., Breininger K., Aubreville M.:
  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
  BibTeX: Download

2021

Conference Contributions

• Marzahl C., Wilm F., Dressler FF., Tharun L., Perner S., Bertram CA., Kröger C., Voigt J., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
  Robust Quad-Tree based Registration on Whole Slide Images
  MICCAI Computational Pathlogy (COMPAY) Workshop
  BibTeX: Download
• Marzahl C., Bertram CA., Wilm F., Voigt J., Barton AK., Klopfleisch R., Breininger K., Maier A., Aubreville M.:
  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
  BibTeX: Download
• Bertram CA., Donovan TA., Tecilla M., Bartenschlager F., Fragoso M., Wilm F., Marzahl C., Breininger K., Maier A., Klopfleisch R., Aubreville M.:
  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
  BibTeX: Download
• Theelke L., Wilm F., Marzahl C., Bertram CA., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
  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
  BibTeX: Download
• Wilm F., Bertram CA., Marzahl C., Bartel A., Donovan TA., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Heier A., Lehmbecker A., Merz S., Plog S., Schmidt A., Sebastian F., Smedley RC., Tecilla M., Thaiwong T., Breininger K., Kiupel M., Maier A., Klopfleisch R., Aubreville M.:
  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
  BibTeX: Download

2018

Conference Contributions

• Stefke A., Wilm F., Richer R., Gradl S., Eskofier B., Forster C., Namer B.:
  "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
  BibTeX: Download