Dr. med. Christian Matek

Institute of Pathology

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 (2024) Angeloni M, van Doeveren T, Lindner S, Volland P, Schmelmer J, Foersch S, Matek C, et al. Journal article 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. (2024) Eckstein M, Matek C, Wagner P, Erber R, Büttner-Herold M, Wild PJ, Taubert H, et al. Journal article Expert-level detection of M-proteins in serum protein electrophoresis using machine learning. (2024) Elfert E, Kaminski WE, Matek C, Hoermann G, Axelsen EW, Marr C, Piehler AP Journal article AI allows pre-screening of FGFR3 mutational status using routine histology slides of muscle-invasive bladder cancer. (2024) Bannier PA, Saillard C, Mann P, Touzot M, Maussion C, Matek C, Klümper N, et al. Journal article Built to Last? Reproducibility and Reusability of Deep Learning Algorithms in Computational Pathology. (2024) Wagner SJ, Matek C, Shetab Boushehri S, Boxberg M, Lamm L, Sadafi A, Winter DJ, et al. Journal article, Review article Sporadic Colorectal Tubular Adenomas Thrive in Symbiosis With Underlying Nondysplastic Branching Crypts (2023) Rubio CA, Matek C, Vieth M, Lang-Schwarz C Journal article The Number of Colon Crypts in Digital Mucosal Samples: A New Independent Parameter for Diagnosing Ulcerative Colitis (2023) Rubio CA, Lang-Schwarz C, Matek C, Kamaradova K, Vieth M Journal article Künstliche Intelligenz für die computerunterstützte Leukämiediagnostik (2023) Matek C, Marr C, von Bergwelt-Baildon M, Spiekermann K Journal article Tumor–Stroma Ratio in Colorectal Cancer—Comparison between Human Estimation and Automated Assessment (2023) Firmbach D, Benz M, Kuritcyn P, Bruns V, Lang-Schwarz C, Stübs F, Merkel S, et al. Journal article Explainable AI identifies diagnostic cells of genetic AML subtypes (2023) Hehr M, Sadafi A, Matek C, Lienemann P, Pohlkamp C, Haferlach T, Spiekermann K, Marr C Journal article