Prof. Dr. Matthias Dietzel

Medizinische Fakultät Institute of Radiology

Bias and Fairness Across the Healthcare AI Lifecycle: A Clinician-Oriented Review (2026) Kocak B, Ponsiglione A, Dang VN, Dietzel M, Lekadir K, Cuocolo R Journal article, Review article Digitale Transformation und künstliche Intelligenz in der Radiologie: Herausforderungen und Chancen für Klinik, Forschung und Nachwuchs (2026) Hoffmann E, Bannas P, Bayerl N, Cyran CC, Dietzel M, Eisenblätter M, Hilger I, et al. Journal article, Review article Digital identity and the systemic vulnerability of peer review: A call for resilience, awareness, and shared governance (2026) Dietzel M, Kocak B, Baltzer PA Journal article Künstliche Intelligenz in der Mammadiagnostik: Hoffnungen und Herausforderungen (2025) Dietzel M, Resch A, Baltzer PA Journal article ESR Essentials: common performance metrics in AI—practice recommendations by the European Society of Medical Imaging Informatics (2025) Klontzas ME, Groot Lipman KB, Akinci D’ Antonoli T, Andreychenko A, Cuocolo R, Dietzel M, Gitto S, et al. Journal article, Review article Quantification of breast biopsy clip marker artifact on routine breast MRI sequences: a phantom study (2024) Kremser C, Gruber L, Dietzel M, Amort B, Santner W, Daniaux M Journal article Understanding the risk of ionizing radiation in breast imaging: Concepts and quantities, clinical importance, and future directions (2024) Di Maria S, van Nijnatten TJ, Jeukens CR, Vedantham S, Dietzel M, Vaz P Journal article METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII (2024) Kocak B, Akinci D’Antonoli T, Mercaldo N, Alberich-Bayarri A, Baessler B, Ambrosini I, Andreychenko AE, et al. Journal article Beyond accuracy: Reproducibility must lead AI advances in radiology (2024) Nensa F, Pinto dos Santos D, Dietzel M Journal article Initial experience with a next-generation low-field MRI scanner: Potential for breast imaging? (2024) Dietzel M, Laun FB, Heiß R, Wenkel E, Bickelhaupt S, Hack C, Uder M, Ohlmeyer S Journal article