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Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.
Wagner SJ, Reisenbüchler D, West NP, Niehues JM, Zhu J, Foersch S, Veldhuizen GP, Quirke P, Grabsch HI, van den Brandt PA, Hutchins GGA, Richman SD, Yuan T, Langer R, Jenniskens JCA, Offermans K, Mueller W, Gray R, Gruber SB, Greenson JK, Rennert G, Bonner JD, Schmolze D, Jonnagaddala J, Hawkins NJ, Ward RL, Morton D, Seymour M, Magill L, Nowak M, Hay J, Koelzer VH, Church DN; TransSCOT consortium; Matek C, Geppert C, Peng C, Zhi C, Ouyang X, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Hoffmeister M, Truhn D, Schnabel JA, Boxberg M, Peng T, Kather JN. Wagner SJ, et al. Among authors: matek c. Cancer Cell. 2023 Sep 11;41(9):1650-1661.e4. doi: 10.1016/j.ccell.2023.08.002. Epub 2023 Aug 30. Cancer Cell. 2023. PMID: 37652006 Free PMC article.
Explainable AI identifies diagnostic cells of genetic AML subtypes.
Hehr M, Sadafi A, Matek C, Lienemann P, Pohlkamp C, Haferlach T, Spiekermann K, Marr C. Hehr M, et al. Among authors: matek c. PLOS Digit Health. 2023 Mar 15;2(3):e0000187. doi: 10.1371/journal.pdig.0000187. eCollection 2023 Mar. PLOS Digit Health. 2023. PMID: 36921004 Free PMC article.
A deep-learning workflow to predict upper tract urothelial carcinoma protein-based subtypes from H&E slides supporting the prioritization of patients for molecular testing.
Angeloni M, van Doeveren T, Lindner S, Volland P, Schmelmer J, Foersch S, Matek C, Stoehr R, Geppert CI, Heers H, Wach S, Taubert H, Sikic D, Wullich B, van Leenders GJ, Zaburdaev V, Eckstein M, Hartmann A, Boormans JL, Ferrazzi F, Bahlinger V. Angeloni M, et al. Among authors: matek c. J Pathol Clin Res. 2024 Mar;10(2):e12369. doi: 10.1002/2056-4538.12369. J Pathol Clin Res. 2024. PMID: 38504364 Free PMC article.
Corrigendum to "Proposal for a Novel Histological Scoring System as a Potential Grading Approach for Muscle-invasive Urothelial Bladder Cancer Correlating with Disease Aggressiveness and Patient Outcomes" [European Urology Oncology (2023)].
Eckstein M, Matek C, Wagner P, Erber R, Büttner-Herold M, Wild PJ, Taubert H, Wach S, Sikic D, Wullich B, Geppert CI, Compérat EM, Lopez-Beltran A, Montironi R, Cheng L, van der Kwast T, Colecchia M, van Rhijn BWG, Amin MB, Netto GJ, Lehmann J, Stöckle M, Junker K, Hartmann A, Bertz S. Eckstein M, et al. Among authors: matek c. Eur Urol Oncol. 2023 Dec;6(6):641. doi: 10.1016/j.euo.2023.09.023. Epub 2023 Oct 7. Eur Urol Oncol. 2023. PMID: 37813744 Free article. No abstract available.
Proposal for a Novel Histological Scoring System as a Potential Grading Approach for Muscle-invasive Urothelial Bladder Cancer Correlating with Disease Aggressiveness and Patient Outcomes.
Eckstein M, Matek C, Wagner P, Erber R, Büttner-Herold M, Wild PJ, Taubert H, Wach S, Sikic D, Wullich B, Geppert CI, Compérat EM, Lopez-Beltran A, Montironi R, Cheng L, van der Kwast T, Colecchia M, van Rhijn BWG, Amin MB, Netto GJ, Lehmann J, Stöckle M, Junker K, Hartmann A, Bertz S. Eckstein M, et al. Among authors: matek c. Eur Urol Oncol. 2024 Feb;7(1):128-138. doi: 10.1016/j.euo.2023.07.011. Epub 2023 Aug 8. Eur Urol Oncol. 2024. PMID: 37562993 Free article.
22 results