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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: marx a. 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.
Multi-class texture analysis in colorectal cancer histology.
Kather JN, Weis CA, Bianconi F, Melchers SM, Schad LR, Gaiser T, Marx A, Zöllner FG. Kather JN, et al. Among authors: marx a. Sci Rep. 2016 Jun 16;6:27988. doi: 10.1038/srep27988. Sci Rep. 2016. PMID: 27306927 Free PMC article.
In Silico Modeling of Immunotherapy and Stroma-Targeting Therapies in Human Colorectal Cancer.
Kather JN, Poleszczuk J, Suarez-Carmona M, Krisam J, Charoentong P, Valous NA, Weis CA, Tavernar L, Leiss F, Herpel E, Klupp F, Ulrich A, Schneider M, Marx A, Jäger D, Halama N. Kather JN, et al. Among authors: marx a. Cancer Res. 2017 Nov 15;77(22):6442-6452. doi: 10.1158/0008-5472.CAN-17-2006. Epub 2017 Sep 18. Cancer Res. 2017. PMID: 28923860 Free article.
Topography of cancer-associated immune cells in human solid tumors.
Kather JN, Suarez-Carmona M, Charoentong P, Weis CA, Hirsch D, Bankhead P, Horning M, Ferber D, Kel I, Herpel E, Schott S, Zörnig I, Utikal J, Marx A, Gaiser T, Brenner H, Chang-Claude J, Hoffmeister M, Jäger D, Halama N. Kather JN, et al. Among authors: marx a. Elife. 2018 Sep 4;7:e36967. doi: 10.7554/eLife.36967. Elife. 2018. PMID: 30179157 Free PMC article.
Downregulation of SPARC Is Associated with Epithelial-Mesenchymal Transition and Low Differentiation State of Biliary Tract Cancer Cells.
Aghamaliyev U, Gaitantzi H, Thomas M, Simon-Keller K, Gaiser T, Marx A, Yagublu V, Araos J, Cai C, Valous NA, Halama N, Kiesslich T, Ebert M, Grützmann R, Rückert F, Breitkopf-Heinlein K. Aghamaliyev U, et al. Among authors: marx a. Eur Surg Res. 2019;60(1-2):1-12. doi: 10.1159/000494734. Epub 2019 Jan 16. Eur Surg Res. 2019. PMID: 30650425
Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study.
Kather JN, Krisam J, Charoentong P, Luedde T, Herpel E, Weis CA, Gaiser T, Marx A, Valous NA, Ferber D, Jansen L, Reyes-Aldasoro CC, Zörnig I, Jäger D, Brenner H, Chang-Claude J, Hoffmeister M, Halama N. Kather JN, et al. Among authors: marx a. PLoS Med. 2019 Jan 24;16(1):e1002730. doi: 10.1371/journal.pmed.1002730. eCollection 2019 Jan. PLoS Med. 2019. PMID: 30677016 Free PMC article.
1,159 results