Methodological quality of cardiac CT and MRI radiomics studies assessed using METRICS and RQS by human readers and ChatGPT 5.1 Thinking.

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Title: Methodological quality of cardiac CT and MRI radiomics studies assessed using METRICS and RQS by human readers and ChatGPT 5.1 Thinking.
Authors: Garello LF; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy., Giannini V; Department of Oncology, University of Turin, Turin, Italy., Gatti M; Department of Surgical Sciences, University of Turin, Turin, Italy.; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy., Defeudis A; Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy., Cafaro D; Department of Surgical Sciences, University of Turin, Turin, Italy., Nicoletti G; Department of Oncology, University of Turin, Turin, Italy., Culasso NC; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy., Faletti R; Department of Surgical Sciences, University of Turin, Turin, Italy.; Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy., Veltri A; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy.; Department of Oncology, University of Turin, Turin, Italy., Cuocolo R; Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy., Balbi M; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy. maurizio.balbi@unito.it.; Department of Oncology, University of Turin, Turin, Italy. maurizio.balbi@unito.it.
Source: European radiology experimental [Eur Radiol Exp] 2026 Jun 19; Vol. 10 (1). Date of Electronic Publication: 2026 Jun 19.
Publication Type: Comparative Study; Journal Article
Journal Info: Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2509-9280
DOI:10.1186/s41747-026-00756-5