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Formative Evaluation of Digital Health Interventions (3603) Web-based and Mobile Health Interventions (4340) e-Learning and Digital Medical Education (1007) mHealth for Wellness, Behavior Change and Prevention (3501) mHealth for Treatment Adherence (506) mHealth for Patient Education (308) Machine Learning (2321) Design and Evaluation of Patient Education Materials (140) AI Language Models in Health Care (294)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/85475, first published .
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Preliminary Evaluation of a Large Language Model–Powered Chatbot for Osteoporosis Self-Management Education: Formative Randomized Controlled Trial

Preliminary Evaluation of a Large Language Model–Powered Chatbot for Osteoporosis Self-Management Education: Formative Randomized Controlled Trial

Authors of this article:

Jinling Huang1, 2 Author Orcid Image ;   Xiaolian Xin1 Author Orcid Image ;   Chunyan He1 Author Orcid Image ;   Haoyan Xiong1 Author Orcid Image ;   Wenjun Pang1 Author Orcid Image ;   Shaobo Pang1 Author Orcid Image ;   Wei Sun2 Author Orcid Image ;   Xianghua Ding2 Author Orcid Image
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Jinling Huang   1, 2 , MD ;   Xiaolian Xin   1 , BSc ;   Chunyan He   1 , BSc ;   Haoyan Xiong   1 , MD ;   Wenjun Pang   1 , BSc ;   Shaobo Pang   1 , BSc ;   Wei Sun   2 , MD ;   Xianghua Ding   2 , PhD

1 Affiliated Hospital of Guangdong Medical University, Zhanjiang, China

2 University of Glasgow, Glasgow, Scotland, United Kingdom

Corresponding Author:

  • Haoyan Xiong, MD
  • Affiliated Hospital of Guangdong Medical University
  • No. 57, Renmin Avenue South, Xiashan District
  • Zhanjiang 524000
  • China
  • Phone: 86 18316472969
  • Email: 810397996@qq.com