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Deep learning-based classification of kidney transplant pathology: a retrospective, multicentre, proof-of-concept study.
Kers J, Bülow RD, Klinkhammer BM, Breimer GE, Fontana F, Abiola AA, Hofstraat R, Corthals GL, Peters-Sengers H, Djudjaj S, von Stillfried S, Hölscher DL, Pieters TT, van Zuilen AD, Bemelman FJ, Nurmohamed AS, Naesens M, Roelofs JJTH, Florquin S, Floege J, Nguyen TQ, Kather JN, Boor P. Kers J, et al. Among authors: kather jn. Lancet Digit Health. 2022 Jan;4(1):e18-e26. doi: 10.1016/S2589-7500(21)00211-9. Epub 2021 Nov 15. Lancet Digit Health. 2022. PMID: 34794930 Free article.
Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides.
Saillard C, Dubois R, Tchita O, Loiseau N, Garcia T, Adriansen A, Carpentier S, Reyre J, Enea D, von Loga K, Kamoun A, Rossat S, Wiscart C, Sefta M, Auffret M, Guillou L, Fouillet A, Kather JN, Svrcek M. Saillard C, et al. Among authors: kather jn. Nat Commun. 2023 Nov 6;14(1):6695. doi: 10.1038/s41467-023-42453-6. Nat Commun. 2023. PMID: 37932267 Free PMC article.
The future landscape of large language models in medicine.
Clusmann J, Kolbinger FR, Muti HS, Carrero ZI, Eckardt JN, Laleh NG, Löffler CML, Schwarzkopf SC, Unger M, Veldhuizen GP, Wagner SJ, Kather JN. Clusmann J, et al. Among authors: kather jn. Commun Med (Lond). 2023 Oct 10;3(1):141. doi: 10.1038/s43856-023-00370-1. Commun Med (Lond). 2023. PMID: 37816837 Free PMC article. Review.
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.
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.
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study.
Schmitt M, Maron RC, Hekler A, Stenzinger A, Hauschild A, Weichenthal M, Tiemann M, Krahl D, Kutzner H, Utikal JS, Haferkamp S, Kather JN, Klauschen F, Krieghoff-Henning E, Fröhling S, von Kalle C, Brinker TJ. Schmitt M, et al. Among authors: kather jn. J Med Internet Res. 2021 Feb 2;23(2):e23436. doi: 10.2196/23436. J Med Internet Res. 2021. PMID: 33528370 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: kather jn. J Pathol. 2021 May;254(1):70-79. doi: 10.1002/path.5638. Epub 2021 Mar 16. J Pathol. 2021. PMID: 33565124 Free article.
165 results