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Encrypted federated learning for secure decentralized collaboration in cancer image analysis.
Truhn D, Tayebi Arasteh S, Saldanha OL, Müller-Franzes G, Khader F, Quirke P, West NP, Gray R, Hutchins GGA, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Brobeil A, Yuan T, Chang-Claude J, Hoffmeister M, Foersch S, Han T, Keil S, Schulze-Hagen M, Isfort P, Bruners P, Kaissis G, Kuhl C, Nebelung S, Kather JN. Truhn D, et al. Among authors: kather jn. Med Image Anal. 2024 Feb;92:103059. doi: 10.1016/j.media.2023.103059. Epub 2023 Dec 7. Med Image Anal. 2024. PMID: 38104402 Free PMC article.
The Presence of Small Nerve Fibers in the Tumor Microenvironment as Predictive Biomarker of Oncological Outcome Following Partial Hepatectomy for Intrahepatic Cholangiocarcinoma.
Bednarsch J, Tan X, Czigany Z, Liu D, Lang SA, Sivakumar S, Kather JN, Appinger S, Rosin M, Boroojerdi S, Dahl E, Gaisa NT, den Dulk M, Coolsen M, Ulmer TF, Neumann UP, Heij LR. Bednarsch J, et al. Among authors: kather jn. Cancers (Basel). 2021 Jul 21;13(15):3661. doi: 10.3390/cancers13153661. Cancers (Basel). 2021. PMID: 34359564 Free PMC article.
Nerve Fibers in the Tumor Microenvironment Are Co-Localized with Lymphoid Aggregates in Pancreatic Cancer.
Heij LR, Tan X, Kather JN, Niehues JM, Sivakumar S, Heussen N, van der Kroft G, Damink SWMO, Lang S, Aberle MR, Luedde T, Gaisa NT, Bednarsch J, Liu DHW, Cleutjens JPM, Modest DP, Neumann UP, Wiltberger GJ. Heij LR, et al. Among authors: kather jn. J Clin Med. 2021 Jan 30;10(3):490. doi: 10.3390/jcm10030490. J Clin Med. 2021. PMID: 33573277 Free PMC article.
Weakly Supervised Deep Learning Predicts Immunotherapy Response in Solid Tumors Based on PD-L1 Expression.
Ligero M, Serna G, El Nahhas OSM, Sansano I, Mauchanski S, Viaplana C, Calderaro J, Toledo RA, Dienstmann R, Vanguri RS, Sauter JL, Sanchez-Vega F, Shah SP, Ramón Y Cajal S, Garralda E, Nuciforo P, Perez-Lopez R, Kather JN. Ligero M, et al. Among authors: kather jn. Cancer Res Commun. 2024 Jan 11;4(1):92-102. doi: 10.1158/2767-9764.CRC-23-0287. Cancer Res Commun. 2024. PMID: 38126740 Free PMC 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. Elife. 2018 Sep 4;7:e36967. doi: 10.7554/eLife.36967. Elife. 2018. PMID: 30179157 Free PMC article.
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. 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.
171 results