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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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  Data: 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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  Data: <searchLink fieldCode="AU" term="%22Garello+LF%22">Garello LF</searchLink>; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Giannini+V%22">Giannini V</searchLink>; Department of Oncology, University of Turin, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Gatti+M%22">Gatti M</searchLink>; Department of Surgical Sciences, University of Turin, Turin, Italy.; Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Defeudis+A%22">Defeudis A</searchLink>; Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Cafaro+D%22">Cafaro D</searchLink>; Department of Surgical Sciences, University of Turin, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Nicoletti+G%22">Nicoletti G</searchLink>; Department of Oncology, University of Turin, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Culasso+NC%22">Culasso NC</searchLink>; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Faletti+R%22">Faletti R</searchLink>; Department of Surgical Sciences, University of Turin, Turin, Italy.; Candiolo Cancer Institute, FPO-IRCCS, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Veltri+A%22">Veltri A</searchLink>; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy.; Department of Oncology, University of Turin, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Cuocolo+R%22">Cuocolo R</searchLink>; Department of Medicine, Surgery and Dentistry, University of Salerno, Baronissi, Italy.<br /><searchLink fieldCode="AU" term="%22Balbi+M%22">Balbi M</searchLink>; Radiology Unit, San Luigi Gonzaga Hospital, Turin, Italy. maurizio.balbi@unito.it.; Department of Oncology, University of Turin, Turin, Italy. maurizio.balbi@unito.it.
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  Data: <searchLink fieldCode="JN" term="%22101721752%22">European radiology experimental</searchLink> [Eur Radiol Exp] 2026 Jun 19; Vol. 10 (1). <i>Date of Electronic Publication: </i>2026 Jun 19.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SpringerOpen%22">SpringerOpen </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101721752 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2509-9280 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225099280%22">25099280 </searchLink><i>NLM ISO Abbreviation: </i>Eur Radiol Exp <i>Subsets: </i>MEDLINE
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              Text: 2026 Jun 19
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