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Authors
de Margerie-Mellon, Constance https://orcid.org/0000-0001-9359-7077
Duron, Loic
Fournier, Laure
Ouakil, Lenny
Soulat, Gilles
Teixeira, Pedro Gondim
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Funding
Funding for this research was provided by:
PR[AI]RIE-PSAI - Paris school of artificial intelligence (ANR-23-IACL-0008)
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Article History
Received: 14 October 2025
Accepted: 19 March 2026
First Online: 20 April 2026
Compliance with ethical standards
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: The scientific guarantor of this publication is Constance de Margerie-Mellon.
: The authors of this manuscript declare relationships with the following companies: C.M.M.: received travel accommodation from Bracco. Also, they are members of the European Radiology Editorial Board and, as such, have not participated in the review or selection processes for this article. L.D.: No conflict of interest. L.F. received consulting fees from Keosys and Spire Sciences; speaker fees from General Electric Healthcare, Fujifilm, Median Technologies; Research collaborations with Siemens Healthineers, General Electric Healthcare, Dassault Systèmes; Member of the scientific committee of the Institut Servier. L.O. received funding from PR[AI]RIE-PSAI—Paris School of Artificial Intelligence, ANR-23-IACL-0008. G.S. received speaker fees from General Electric Healthcare, Pfizer and BMS. Travel accommodations from Siemens Healthineers, Guerbet PT holds a non-remunerated research agreement with Canon Medical Systems and Siemens Healthcare. The authors of this manuscript declare no relationships with any companies, whose products or services may be related to the subject matter of the article.
: No complex statistical methods were necessary for this paper.
: Not applicable.
: The study was performed as part of an evaluation of professional practice assessing radiology reporting workflows. According to the national regulations in force (Article R. 1121-1 from the French National Code of Public Health), such evaluations, performed without patient intervention, do not require approval from a research ethics committee.
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