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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. Among authors: pearson at. 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.
Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer.
Kather JN, Pearson AT, Halama N, Jäger D, Krause J, Loosen SH, Marx A, Boor P, Tacke F, Neumann UP, Grabsch HI, Yoshikawa T, Brenner H, Chang-Claude J, Hoffmeister M, Trautwein C, Luedde T. Kather JN, et al. Among authors: pearson at. Nat Med. 2019 Jul;25(7):1054-1056. doi: 10.1038/s41591-019-0462-y. Epub 2019 Jun 3. Nat Med. 2019. PMID: 31160815 Free PMC article.
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: pearson at. 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.
Machine Learning-Guided Adjuvant Treatment of Head and Neck Cancer.
Howard FM, Kochanny S, Koshy M, Spiotto M, Pearson AT. Howard FM, et al. Among authors: pearson at. JAMA Netw Open. 2020 Nov 2;3(11):e2025881. doi: 10.1001/jamanetworkopen.2020.25881. JAMA Netw Open. 2020. PMID: 33211108 Free PMC article.
Deep learning detects genetic alterations in cancer histology generated by adversarial networks.
Krause J, Grabsch HI, Kloor M, Jendrusch M, Echle A, Buelow RD, Boor P, Luedde T, Brinker TJ, Trautwein C, Pearson AT, Quirke P, Jenniskens J, Offermans K, van den Brandt PA, Kather JN. Krause J, et al. Among authors: pearson at. J Pathol. 2021 May;254(1):70-79. doi: 10.1002/path.5638. Epub 2021 Mar 16. J Pathol. 2021. PMID: 33565124 Free article.
108 results