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Virtual Patients (122) e-Learning and Digital Medical Education (1512) Preliminary Experiences with New Educational Technology (95) New Methods and Approaches in Medical Education (596) mHealth in Medical Education and Training (215) Machine Learning (2996) Development and Evaluation of Research Methods, Instruments and Tools (1226) Theme Issue: ChatGPT and Generative Language Models in Medical Education (144) Ambient AI Scribes and AI-Driven Documentation Technologies (91)

Published on in Vol 11 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/73419, first published .
Medical team in a conference room with digital displays showing human anatomy

Development and Validation of a Large Language Model–Based System for Medical History-Taking Training: Prospective Multicase Study on Evaluation Stability, Human-AI Consistency, and Transparency

Development and Validation of a Large Language Model–Based System for Medical History-Taking Training: Prospective Multicase Study on Evaluation Stability, Human-AI Consistency, and Transparency

Authors of this article:

Yang Liu1 Author Orcid Image ;   Chujun Shi1 Author Orcid Image ;   Liping Wu1 Author Orcid Image ;   Xiule Lin1 Author Orcid Image ;   Xiaoqin Chen1 Author Orcid Image ;   Yiying Zhu1 Author Orcid Image ;   Haizhu Tan2 Author Orcid Image ;   Weishan Zhang1 Author Orcid Image
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