A scoping review and evidence gap analysis of clinical AI fairness.

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Title: A scoping review and evidence gap analysis of clinical AI fairness.
Authors: Liu M; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore., Ning Y; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore., Teixayavong S; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore., Liu X; College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.; University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.; National Institute for Health and Care Research Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK., Mertens M; Antwerp Center on Responsible AI, Department of Philosophy, University of Antwerp, Antwerp, Belgium.; Center for Medical Science and Technology Studies, Copenhagen University, Copenhagen, Denmark., Shang Y; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore., Li X; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore., Miao D; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore., Liao J; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore., Xu J; Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA., Ting DSW; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore.; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore., Cheng LT; Department of Diagnostic Radiology, Singapore General Hospital, Singapore, Singapore., Ong JCL; Department of Pharmacy, Singapore General Hospital, Singapore, Singapore., Teo ZL; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore., Tan TF; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore., RaviChandran N; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore., Wang F; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Celi LA; Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA.; Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA., Ong MEH; Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore.; Department of Emergency Medicine, Singapore General Hospital, Singapore, Singapore., Liu N; Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore. liu.nan@duke-nus.edu.sg.; Programme in Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore. liu.nan@duke-nus.edu.sg.; NUS Artificial Intelligence Institute, National University of Singapore, Singapore, Singapore. liu.nan@duke-nus.edu.sg.
Source: NPJ digital medicine [NPJ Digit Med] 2025 Jun 14; Vol. 8 (1), pp. 360. Date of Electronic Publication: 2025 Jun 14.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2398-6352
DOI:10.1038/s41746-025-01667-2