Explanation and Elaboration with Examples for METRICS (METRICS-E3): an initiative from the EuSoMII Radiomics Auditing Group

Explanation and Elaboration with Examples for METRICS (METRICS-E3): an initiative from the EuSoMII Radiomics Auditing Group

Abstract Radiomics research has been hindered by inconsistent and often poor methodological quality, limiting its potential for clinical translation. To address this challenge, the METhodological RadiomICs Score (METRICS) was recently introduced as a tool for systematically assessing study rigor. Ho...

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Main Authors: Burak Kocak, Angela Ammirabile, Ilaria Ambrosini, Tugba Akinci D’Antonoli, Alessandra Borgheresi, Armando Ugo Cavallo, Roberto Cannella, Gennaro D’Anna, Oliver Díaz, Fabio M. Doniselli, Salvatore Claudio Fanni, Samuele Ghezzo, Kevin B. W. Groot Lipman, Michail E. Klontzas, Andrea Ponsiglione, Arnaldo Stanzione, Matthaios Triantafyllou, Federica Vernuccio, Renato Cuocolo
Format: Article
Language:English
Published: SpringerOpen 2025-08-01
Series:Insights into Imaging
Subjects:
Radiomics
Artificial intelligence
Machine learning
Quality assessment
Guideline
Online Access:https://doi.org/10.1186/s13244-025-02061-y
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https://doi.org/10.1186/s13244-025-02061-y

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