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Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.
Wagner SJ, Reisenbüchler D, West NP, Niehues JM, Zhu J, Foersch S, Veldhuizen GP, Quirke P, Grabsch HI, van den Brandt PA, Hutchins GGA, Richman SD, Yuan T, Langer R, Jenniskens JCA, Offermans K, Mueller W, Gray R, Gruber SB, Greenson JK, Rennert G, Bonner JD, Schmolze D, Jonnagaddala J, Hawkins NJ, Ward RL, Morton D, Seymour M, Magill L, Nowak M, Hay J, Koelzer VH, Church DN; TransSCOT consortium; Matek C, Geppert C, Peng C, Zhi C, Ouyang X, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Hoffmeister M, Truhn D, Schnabel JA, Boxberg M, Peng T, Kather JN. Wagner SJ, et al. Among authors: foersch s. Cancer Cell. 2023 Sep 11;41(9):1650-1661.e4. doi: 10.1016/j.ccell.2023.08.002. Epub 2023 Aug 30. Cancer Cell. 2023. PMID: 37652006 Free PMC article.
Loss of CDX2 in colorectal cancer is associated with histopathologic subtypes and microsatellite instability but is prognostically inferior to hematoxylin-eosin-based morphologic parameters from the WHO classification.
Konukiewitz B, Schmitt M, Silva M, Pohl J, Lang C, Steiger K, Halfter K, Engel J, Schlitter AM, Boxberg M, Pfarr N, Wilhelm D, Foersch S, Tschurtschenthaler M, Weichert W, Jesinghaus M. Konukiewitz B, et al. Among authors: foersch s. Br J Cancer. 2021 Dec;125(12):1632-1646. doi: 10.1038/s41416-021-01553-0. Epub 2021 Oct 6. Br J Cancer. 2021. PMID: 34616012 Free PMC article.
Swarm learning for decentralized artificial intelligence in cancer histopathology.
Saldanha OL, Quirke P, West NP, James JA, Loughrey MB, Grabsch HI, Salto-Tellez M, Alwers E, Cifci D, Ghaffari Laleh N, Seibel T, Gray R, Hutchins GGA, Brenner H, van Treeck M, Yuan T, Brinker TJ, Chang-Claude J, Khader F, Schuppert A, Luedde T, Trautwein C, Muti HS, Foersch S, Hoffmeister M, Truhn D, Kather JN. Saldanha OL, et al. Among authors: foersch s. Nat Med. 2022 Jun;28(6):1232-1239. doi: 10.1038/s41591-022-01768-5. Epub 2022 Apr 25. Nat Med. 2022. PMID: 35469069 Free PMC article.
Medical domain knowledge in domain-agnostic generative AI.
Kather JN, Ghaffari Laleh N, Foersch S, Truhn D. Kather JN, et al. Among authors: foersch s. NPJ Digit Med. 2022 Jul 11;5(1):90. doi: 10.1038/s41746-022-00634-5. NPJ Digit Med. 2022. PMID: 35817798 Free PMC article.
pT3 colorectal cancer revisited: a multicentric study on the histological depth of invasion in more than 1000 pT3 carcinomas-proposal for a new pT3a/pT3b subclassification.
Foersch S, Lang-Schwarz C, Eckstein M, Geppert C, Schmitt M, Konukiewitz B, Groll T, Schicktanz F, Engel J, Gleitsmann M, Westhoff CC, Frickel N, Litmeyer AS, Grass A, Jank P, Lange S, Tschurtschenthaler M, Wilhelm D, Roth W, Vieth M, Denkert C, Nagtegaal I, Weichert W, Jesinghaus M. Foersch S, et al. Br J Cancer. 2022 Oct;127(7):1270-1278. doi: 10.1038/s41416-022-01889-1. Epub 2022 Jul 21. Br J Cancer. 2022. PMID: 35864156 Free PMC article.
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning.
Saldanha OL, Muti HS, Grabsch HI, Langer R, Dislich B, Kohlruss M, Keller G, van Treeck M, Hewitt KJ, Kolbinger FR, Veldhuizen GP, Boor P, Foersch S, Truhn D, Kather JN. Saldanha OL, et al. Among authors: foersch s. Gastric Cancer. 2023 Mar;26(2):264-274. doi: 10.1007/s10120-022-01347-0. Epub 2022 Oct 20. Gastric Cancer. 2023. PMID: 36264524 Free PMC article.
An overview and a roadmap for artificial intelligence in hematology and oncology.
Rösler W, Altenbuchinger M, Baeßler B, Beissbarth T, Beutel G, Bock R, von Bubnoff N, Eckardt JN, Foersch S, Loeffler CML, Middeke JM, Mueller ML, Oellerich T, Risse B, Scherag A, Schliemann C, Scholz M, Spang R, Thielscher C, Tsoukakis I, Kather JN. Rösler W, et al. Among authors: foersch s. J Cancer Res Clin Oncol. 2023 Aug;149(10):7997-8006. doi: 10.1007/s00432-023-04667-5. Epub 2023 Mar 15. J Cancer Res Clin Oncol. 2023. PMID: 36920563 Free PMC article. Review.
55 results