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Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis.
Ganz J, Marzahl C, Ammeling J, Rosbach E, Richter B, Puget C, Denk D, Demeter EA, Tăbăran FA, Wasinger G, Lipnik K, Tecilla M, Valentine MJ, Dark MJ, Abele N, Bolfa P, Erber R, Klopfleisch R, Merz S, Donovan TA, Jabari S, Bertram CA, Breininger K, Aubreville M. Ganz J, et al. Among authors: breininger k. Sci Rep. 2024 Nov 1;14(1):26273. doi: 10.1038/s41598-024-77244-6. Sci Rep. 2024. PMID: 39487193 Free PMC article.
Artificial intelligence can be trained to predict c-KIT-11 mutational status of canine mast cell tumors from hematoxylin and eosin-stained histological slides.
Puget C, Ganz J, Ostermaier J, Conrad T, Parlak E, Bertram CA, Kiupel M, Breininger K, Aubreville M, Klopfleisch R. Puget C, et al. Among authors: breininger k. Vet Pathol. 2024 Oct 18:3009858241286806. doi: 10.1177/03009858241286806. Online ahead of print. Vet Pathol. 2024. PMID: 39422217 Free article.
Re-identification from histopathology images.
Ganz J, Ammeling J, Jabari S, Breininger K, Aubreville M. Ganz J, et al. Among authors: breininger k. Med Image Anal. 2024 Sep 19;99:103335. doi: 10.1016/j.media.2024.103335. Online ahead of print. Med Image Anal. 2024. PMID: 39316996 Free article.
Comprehensive multimodal deep learning survival prediction enabled by a transformer architecture: A multicenter study in glioblastoma.
Gomaa A, Huang Y, Hagag A, Schmitter C, Höfler D, Weissmann T, Breininger K, Schmidt M, Stritzelberger J, Delev D, Coras R, Dörfler A, Schnell O, Frey B, Gaipl US, Semrau S, Bert C, Hau P, Fietkau R, Putz F. Gomaa A, et al. Among authors: breininger k. Neurooncol Adv. 2024 Jul 11;6(1):vdae122. doi: 10.1093/noajnl/vdae122. eCollection 2024 Jan-Dec. Neurooncol Adv. 2024. PMID: 39156618 Free PMC article.
Author Correction: A comprehensive multi-domain dataset for mitotic figure detection.
Aubreville M, Wilm F, Stathonikos N, Breininger K, Donovan TA, Jabari S, Veta M, Ganz J, Ammeling J, van Diest PJ, Klopfleisch R, Bertram CA. Aubreville M, et al. Among authors: breininger k. Sci Data. 2024 Jul 2;11(1):717. doi: 10.1038/s41597-024-03548-x. Sci Data. 2024. PMID: 38956109 Free PMC article. No abstract available.
Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge.
Aubreville M, Stathonikos N, Donovan TA, Klopfleisch R, Ammeling J, Ganz J, Wilm F, Veta M, Jabari S, Eckstein M, Annuscheit J, Krumnow C, Bozaba E, Çayır S, Gu H, Chen X', Jahanifar M, Shephard A, Kondo S, Kasai S, Kotte S, Saipradeep VG, Lafarge MW, Koelzer VH, Wang Z, Zhang Y, Yang S, Wang X, Breininger K, Bertram CA. Aubreville M, et al. Among authors: breininger k. Med Image Anal. 2024 May;94:103155. doi: 10.1016/j.media.2024.103155. Epub 2024 Mar 22. Med Image Anal. 2024. PMID: 38537415 Free article.
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