J101: AI-based support for histopathology evaluation of autoinflammatory and malignant GI diseases

FAU own research funding: EFI / IZKF / EAM ...


Start date : 01.01.2023

End date : 30.06.2025

Extension date: 31.12.2025

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Types of publications

Journal article
Book chapter / Article in edited volumes
Authored book
Translation
Thesis
Edited Volume
Conference contribution
Other publication type
Unpublished / Preprint

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Abstract

Journal

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 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 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