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

Wei Zhang, Jiaxue Han, Xin Han, Hang Xu, Langkun Wang, Tianhai Lin, Ping Tan, Peng Zhang, Xiaonan Zheng

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DOI: 10.2196/89411
Published: 2026-08-18
Container: JMIR Medical Education
Publisher: JMIR Publications Inc.
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.2196/89411,
  title = {Medical Students’ Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis},
  author = {Wei Zhang and Jiaxue Han and Xin Han and Hang Xu and Langkun Wang and Tianhai Lin and Ping Tan and Peng Zhang and Xiaonan Zheng},
  year = {2026},
  journal = {JMIR Medical Education},
  doi = {10.2196/89411},
  url = {https://doi.org/10.2196/89411}
}

RIS

TY  - JOUR
TI  - Medical Students’ Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis
AU  - Wei Zhang
AU  - Jiaxue Han
AU  - Xin Han
AU  - Hang Xu
AU  - Langkun Wang
AU  - Tianhai Lin
AU  - Ping Tan
AU  - Peng Zhang
AU  - Xiaonan Zheng
PY  - 2026
JO  - JMIR Medical Education
DO  - 10.2196/89411
UR  - https://doi.org/10.2196/89411
ER  -

APA

Zhang, W., Han, J., Han, X., Xu, H., Wang, L., Lin, T., Tan, P., Zhang, P., & Zheng, X. (2026). Medical Students’ Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis. JMIR Medical Education. https://doi.org/10.2196/89411

Source records

crossref · retrieved 2026-09-26T11:37:15.853Z