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Page 1
Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning.
Echle A, Grabsch HI, Quirke P, van den Brandt PA, West NP, Hutchins GGA, Heij LR, Tan X, Richman SD, Krause J, Alwers E, Jenniskens J, Offermans K, Gray R, Brenner H, Chang-Claude J, Trautwein C, Pearson AT, Boor P, Luedde T, Gaisa NT, Hoffmeister M, Kather JN. Echle A, et al. Among authors: kather jn. Gastroenterology. 2020 Oct;159(4):1406-1416.e11. doi: 10.1053/j.gastro.2020.06.021. Epub 2020 Jun 17. Gastroenterology. 2020. PMID: 32562722 Free PMC article.
Pan-cancer image-based detection of clinically actionable genetic alterations.
Kather JN, Heij LR, Grabsch HI, Loeffler C, Echle A, Muti HS, Krause J, Niehues JM, Sommer KAJ, Bankhead P, Kooreman LFS, Schulte JJ, Cipriani NA, Buelow RD, Boor P, Ortiz-Brüchle NN, Hanby AM, Speirs V, Kochanny S, Patnaik A, Srisuwananukorn A, Brenner H, Hoffmeister M, van den Brandt PA, Jäger D, Trautwein C, Pearson AT, Luedde T. Kather JN, et al. Nat Cancer. 2020 Aug;1(8):789-799. doi: 10.1038/s43018-020-0087-6. Epub 2020 Jul 27. Nat Cancer. 2020. PMID: 33763651 Free PMC article.
Development and validation of deep learning classifiers to detect Epstein-Barr virus and microsatellite instability status in gastric cancer: a retrospective multicentre cohort study.
Muti HS, Heij LR, Keller G, Kohlruss M, Langer R, Dislich B, Cheong JH, Kim YW, Kim H, Kook MC, Cunningham D, Allum WH, Langley RE, Nankivell MG, Quirke P, Hayden JD, West NP, Irvine AJ, Yoshikawa T, Oshima T, Huss R, Grosser B, Roviello F, d'Ignazio A, Quaas A, Alakus H, Tan X, Pearson AT, Luedde T, Ebert MP, Jäger D, Trautwein C, Gaisa NT, Grabsch HI, Kather JN. Muti HS, et al. Among authors: kather jn. Lancet Digit Health. 2021 Oct;3(10):e654-e664. doi: 10.1016/S2589-7500(21)00133-3. Epub 2021 Aug 17. Lancet Digit Health. 2021. PMID: 34417147 Free PMC article.
Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology.
Schrammen PL, Ghaffari Laleh N, Echle A, Truhn D, Schulz V, Brinker TJ, Brenner H, Chang-Claude J, Alwers E, Brobeil A, Kloor M, Heij LR, Jäger D, Trautwein C, Grabsch HI, Quirke P, West NP, Hoffmeister M, Kather JN. Schrammen PL, et al. Among authors: kather jn. J Pathol. 2022 Jan;256(1):50-60. doi: 10.1002/path.5800. Epub 2021 Oct 22. J Pathol. 2022. PMID: 34561876 Free article.
206 results