Dr. med. Christian Matek

Institute of Pathology

Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study (2023) Wagner SJ, Reisenbüchler D, West NP, Niehues JM, Zhu J, Foersch S, Veldhuizen GP, et al. 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 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)]. (2023) Eckstein M, Matek C, Wagner P, Erber R, Büttner-Herold M, Wild PJ, Taubert H, et al. Journal article, Erratum B-Cos Aligned Transformers Learn Human-Interpretable Features (2023) Tran M, Lahiani A, Dicente Cid Y, Boxberg M, Lienemann P, Matek C, Wagner SJ, et al. Conference contribution Development and assessment of single-cell image classification systems for haematological cytomorphology using convolutional neural networks (2022) Matek C Conference contribution Make deep learning algorithms in computational pathology more reproducible and reusable (2022) Wagner SJ, Matek C, Shetab Boushehri S, Boxberg M, Lamm L, Sadafi A, Waibel DJE, et al. Journal article, Editorial More than just sound: Harnessing metadata to improve neural network classifiers for medical auscultation (2022) Matek C Journal article