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

Reviews in AI (206) Digital Health Reviews (3822) Clinical Information and Decision Making (3868) Reviews (303) Digital Health Reporting Standards, Quality and Transparency in e-Research (245) Development and Evaluation of Research Methods, Instruments and Tools (1405)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92329, first published .
Doctor in blue scrubs typing on computer keyboard in modern clinic

AI Model Reporting Standards in Health Care: Systematic Review and Consolidation

AI Model Reporting Standards in Health Care: Systematic Review and Consolidation

Authors of this article:

Ekaterina Akhmad1, 2 Author Orcid Image ;   Daniël Slob1, 2 Author Orcid Image ;   Aiara Lobo Gomes1, 2 Author Orcid Image ;   Simone Mingels1, 2 Author Orcid Image ;   Andre Dekker1, 2 Author Orcid Image ;   Johan van Soest1, 2, 3 Author Orcid Image
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Ekaterina Akhmad   1, 2 ;   Daniël Slob   1, 2 , MSc ;   Aiara Lobo Gomes   1, 2 , PhD ;   Simone Mingels   1, 2 , MSc ;   Andre Dekker   1, 2 , PhD ;   Johan van Soest   1, 2, 3 , PhD

1 Department of Radiation Oncology, GROW Research Institute for Oncology and Reproduction, Maastricht University Medical Centre+, Maastricht, The Netherlands

2 Maastro, Maastricht Radiation Oncology Institute, Maastricht, The Netherlands

3 Brightlands Institute for Smart Society (BISS), Faculty of Science and Engineering, Maastricht University, Heerlen, The Netherlands

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