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

Digital Health Reviews (3637) Web-based and Mobile Health Interventions (5818) Machine Learning (3132) Chronic Conditions (554)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/90744, first published .
Doctor shows an elderly woman how to use a glucose meter for diabetes management.

Application of Large Language Models in Chronic Disease Care: Mixed Methods Systematic Review and Thematic Synthesis

Application of Large Language Models in Chronic Disease Care: Mixed Methods Systematic Review and Thematic Synthesis

Authors of this article:

Linghui Zhang1 Author Orcid Image ;   Panpan Huai1 Author Orcid Image ;   Rui Xu1 Author Orcid Image ;   Jingjing Sun1 Author Orcid Image ;   Ruihua Jin1 Author Orcid Image ;   Huimei Lv2 Author Orcid Image
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Linghui Zhang   1 * , MA ;   Panpan Huai   1 * , PhD ;   Rui Xu   1 , MA ;   Jingjing Sun   1 , MA ;   Ruihua Jin   1 , MA ;   Huimei Lv   2 , BA

1 Shanxi Medical University, Taiyuan, Shanxi, China

2 The Fifth Clinical College of Shanxi Medical University, Taiyuan, Shanxi, China

*these authors contributed equally

Corresponding Author:

  • Huimei Lv, BA
  • The Fifth Clinical College of Shanxi Medical University
  • No. 29, Shuangta Temple Street, Yingze District
  • Taiyuan, Shanxi 030012
  • China
  • Phone: 86 13073585857
  • Email: 2823704581@qq.com