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Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images.
Fragoso-Garcia M, Wilm F, Bertram CA, Merz S, Schmidt A, Donovan T, Fuchs-Baumgartinger A, Bartel A, Marzahl C, Diehl L, Puget C, Maier A, Aubreville M, Breininger K, Klopfleisch R. Fragoso-Garcia M, et al. Among authors: marzahl c. Vet Pathol. 2023 Nov;60(6):865-875. doi: 10.1177/03009858231189205. Epub 2023 Jul 29. Vet Pathol. 2023. PMID: 37515411 Free PMC article.
Mitosis domain generalization in histopathology images - The MIDOG challenge.
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 RHJ, 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. Aubreville M, et al. Among authors: marzahl c. Med Image Anal. 2023 Feb;84:102699. doi: 10.1016/j.media.2022.102699. Epub 2022 Nov 23. Med Image Anal. 2023. PMID: 36463832 Free article.
Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm.
Bertram CA, Marzahl C, Bartel A, Stayt J, Bonsembiante F, Beeler-Marfisi J, Barton AK, Brocca G, Gelain ME, Gläsel A, Preez KD, Weiler K, Weissenbacher-Lang C, Breininger K, Aubreville M, Maier A, Klopfleisch R, Hill J. Bertram CA, et al. Among authors: marzahl c. Vet Pathol. 2023 Jan;60(1):75-85. doi: 10.1177/03009858221137582. Epub 2022 Nov 17. Vet Pathol. 2023. PMID: 36384369 Free PMC article.
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset.
Wilm F, Fragoso M, Marzahl C, Qiu J, Puget C, Diehl L, Bertram CA, Klopfleisch R, Maier A, Breininger K, Aubreville M. Wilm F, et al. Among authors: marzahl c. Sci Data. 2022 Sep 27;9(1):588. doi: 10.1038/s41597-022-01692-w. Sci Data. 2022. PMID: 36167846 Free PMC article.
Computer-assisted mitotic count using a deep learning-based algorithm improves interobserver reproducibility and accuracy.
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. Bertram CA, et al. Among authors: marzahl c. Vet Pathol. 2022 Mar;59(2):211-226. doi: 10.1177/03009858211067478. Epub 2021 Dec 30. Vet Pathol. 2022. PMID: 34965805 Free PMC article.
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides.
Marzahl C, Aubreville M, Bertram CA, Stayt J, Jasensky AK, Bartenschlager F, Fragoso-Garcia M, Barton AK, Elsemann S, Jabari S, Krauth J, Madhu P, Voigt J, Hill J, Klopfleisch R, Maier A. Marzahl C, et al. Sci Rep. 2020 Aug 3;10(1):9795. doi: 10.1038/s41598-020-65958-2. Sci Rep. 2020. PMID: 32747665 Free PMC article.
11 results