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This paper is in the following e-collection/theme issue:

Reviews in AI (208) Clinical Informatics (2386) Clinical Information and Decision Making (3886) New Methods (1869) Decision Support for Health Professionals (2343) Imaging Informatics (504) Machine Learning (3329) Artificial Intelligence (5002)

Published on in Vol 5 (2026)

This is a member publication of Catalan Health Service

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/81472, first published .
Medical imaging display showing brain, lungs, eye, and cells with glowing network

Quality Assessment and Model Training Impact of Synthetic Images in Medical Diagnostic Imaging: Systematic Review

Quality Assessment and Model Training Impact of Synthetic Images in Medical Diagnostic Imaging: Systematic Review

Authors of this article:

Júlia Folguera-Profitós1, 2 Author Orcid Image ;   Marina Ramiro-Pareta2, 3 Author Orcid Image ;   Gerard Carot-Sans1, 2 Author Orcid Image ;   Alba Jiménez-Rueda2, 3 Author Orcid Image ;   Júlia Aznar-Roig4 Author Orcid Image ;   Didier Domínguez-Herrera3 Author Orcid Image ;   Maria Mercedes Nogueras2, 3 Author Orcid Image ;   Esmaeil Nadimi5 Author Orcid Image ;   Ferran Torres6 Author Orcid Image ;   Jordi Piera-Jiménez2, 3 Author Orcid Image
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Júlia Folguera-Profitós   1, 2 * , MSc ;   Marina Ramiro-Pareta   2, 3 * , PhD ;   Gerard Carot-Sans   1, 2 , PhD ;   Alba Jiménez-Rueda   2, 3 , MSc ;   Júlia Aznar-Roig   4 , MSc ;   Didier Domínguez-Herrera   3 , MSc ;   Maria Mercedes Nogueras   2, 3 , PhD ;   Esmaeil Nadimi   5 , PhD ;   Ferran Torres   6 , PhD ;   Jordi Piera-Jiménez   2, 3 , MBA, PhD

1 Information Systems Department, Catalan Health Service (CatSalut), Barcelona, Spain

2 Digitalization for the Sustainability of the Heathcare System (DS3) Research Group, Barcelona, Spain

3 Fundació Tic Salut i Social (FTSS), Barcelona, Spain

4 Process Unit, Directorate of Quality, Processes and Innovation, Vall d’Hebron University Hospital, Barcelona, Spain

5 Faculty of Engineering, Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark

6 Biostatistics Unit, Medical School, Universitat Autònoma de Barcelona, Bellaterra, Spain

*these authors contributed equally

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