Matthias Dietzel

Universitätsklinikum Erlangen — Germany

Medicine · Health Sciences

31h-index3.7kcitations188works18.62yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(125), MRI in cancer diagnosis(124), Advanced MRI Techniques and Applications(61), Medical Imaging Techniques and Applications(33), Breast Lesions and Carcinomas(31)

Publications188 total

Vision and validation in radiological AI
European Journal of Radiology Artificial Intelligence·2026Open Access
Digitale Transformation und künstliche Intelligenz in der Radiologie: Herausforderungen und Chancen für Klinik, Forschung und Nachwuchs
RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren·2025Open Access
From metrics to macro-perspectives: The evolving dialogue in radiological AI
European Journal of Radiology Artificial Intelligence·2025· 1 citedOpen Access
ESR Essentials: common performance metrics in AI—practice recommendations by the European Society of Medical Imaging Informatics
European Radiology·2025· 11 citedOpen Access
Bridging AI research and clinical impact
European Journal of Radiology Artificial Intelligence·2025· 2 citedOpen Access
Ensuring peer review integrity in the era of large language models: A critical stocktaking of challenges, red flags, and recommendations
European Journal of Radiology Artificial Intelligence·2025· 6 citedOpen Access
Künstliche Intelligenz in der Mammadiagnostik
Die Radiologie·2025Open Access
Advocating sustainable AI research in Clinical Radiology
European Journal of Radiology Artificial Intelligence·2025· 2 citedOpen Access
The widening gap between radiomics research and clinical translation: rethinking current practices and shared responsibilities
European Journal of Radiology Artificial Intelligence·2025· 11 citedOpen Access
Can structured integration of BI-RADS criteria by a clinical decision rule reduce the number of unnecessary biopsies in BI-RADS 4 lesions? A systematic review and meta-analysis
European Radiology·2024· 2 citedOpen Access
ESR Essentials: how to get to valuable radiology AI: the role of early health technology assessment—practice recommendations by the European Society of Medical Imaging Informatics
European Radiology·2024· 5 citedOpen Access
ESR Essentials: radiomics—practice recommendations by the European Society of Medical Imaging Informatics
European Radiology·2024· 27 citedOpen Access
Understanding the risk of ionizing radiation in breast imaging: Concepts and quantities, clinical importance, and future directions
European Journal of Radiology·2024· 10 citedOpen Access
Motivation and success factors in radiological research in Germany – results of a survey by the Methodology and Research Working Group of the German Radiological Society
RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren·2024Open Access
Opportunities and challenges of social media communication in radiology from the EUSOBI young club: the radiologist perspective
European Radiology·2024· 3 cited
Initial experience with a next-generation low-field MRI scanner: Potential for breast imaging?
European Journal of Radiology·2024· 2 cited
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII
Insights into Imaging·2024· 235 citedOpen Access
METhodological RadiomICs Score (METRICS): A quality scoring tool for radiomics research
SPIRE - Sciences Po Institutional REpository·2023Open Access
Identification of impactful imaging biomarker: Clinical applications for breast and prostate carcinoma
RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren·2023· 2 citedOpen Access
Added value of clinical decision rules for the management of enhancing breast MRI lesions: A systematic comparison of the Kaiser score and the Göttingen score
European Journal of Radiology·2023· 8 citedOpen Access
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Frequent Co-authors

Pascal Baltzer(44), Werner A. Kaiser(29), Mieczysław Gajda(19), Oumar Camara(18), Tibor Vág(12), H Burmeister(7), Tobias Gröschel(6), Paola Clauser(5), R Zoubi(4), Thomas H. Helbich(4), Aimée Herzog(4), Clemens G. Kaiser(4), Michael Uder(4), Daniel Pinto dos Santos(3), Matthias Benndorf(3), Ingo B. Runnebaum(3), Ines Krumbein(3), Jürgen R. Reichenbach(3), W. A. Kaiser(3), Katja Pinker(3)