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

Artificial Intelligence (AI) in Medical Education (735) e-Learning and Digital Medical Education (1578) Reviews (294) Undergraduate Education for Future Doctors (266) Artificial Intelligence (4729) Registered Report (1536)

Published on in Vol 12 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89411, first published .
Doctor looking at laptop displaying "Medical Students and AI in Healthcare" infographic.

Medical Students’ Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis

Medical Students’ Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis

Authors of this article:

Wei Zhang1 Author Orcid Image ;   Jiaxue Han1 Author Orcid Image ;   Xin Han2 Author Orcid Image ;   Hang Xu1 Author Orcid Image ;   Langkun Wang1 Author Orcid Image ;   Tianhai Lin1 Author Orcid Image ;   Ping Tan1 Author Orcid Image ;   Peng Zhang1 Author Orcid Image ;   Xiaonan Zheng1 Author Orcid Image
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