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

Reviews in Medical Informatics (124) Clinical Informatics (1458) Reviews in Medical Education (91) Machine Learning (2261)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/79039, first published .
Large Language Model–Based Virtual Patient Systems for History-Taking in Medical Education: Comprehensive Systematic Review

Large Language Model–Based Virtual Patient Systems for History-Taking in Medical Education: Comprehensive Systematic Review

Large Language Model–Based Virtual Patient Systems for History-Taking in Medical Education: Comprehensive Systematic Review

Authors of this article:

Dongliang Li1 Author Orcid Image ;   Syaheerah Lebai Lutfi2 Author Orcid Image
Article Authors Cited by (2) Tweetations Metrics

Journals

  1. Li S, Wang X, Chen Y, Tian M, Lin P, Lai M, Jiang L. Large language models for primary care ophthalmic education: a systematic review. Frontiers in Medicine 2026;13 View

Conference Proceedings

  1. Gao Z, Zhu G, Luo H, Primo Pan D, Tang H, Zhang B, Pei J, Li J, Wang B. Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems. "It Talks Like a Patient, But Feels Different": Co-Designing AI Standardized Patients with Medical Learners View