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P. Szomolányi

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Review Open access Aug 2026

Standardization of Measurement and Imaging Protocols in Magnetic Resonance: An Overview of Current Initiatives, Challenges, and Perspectives

This review summarizes current knowledge on neuroimaging data harmonization, inter-scanner variability, radiomic feature repeatability, standardized QA procedures, and the challenges associated with integrating artificial intelligence into clinical workflows to highlight the need for unified methodologies, transparent protocols, and robust validation frameworks for reliable clinical translatability of MRI.

D. Gogola, P. Szomolányi · 0 citations