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

Digital Health Reviews (3525) Behavior Change (1054) Reviews on Cardiovascular Health and Medicine (52) Cardiovascular Disease Prevention (262) Generative Language Models Including ChatGPT (1425)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89190, first published .
Health app on smartphone connecting to brain, heart, blood, and fitness icons

Behavior Change Content and Implementation of Large Language Model–Driven Conversational Agents in Cardiometabolic Care: Scoping Review

Behavior Change Content and Implementation of Large Language Model–Driven Conversational Agents in Cardiometabolic Care: Scoping Review

Authors of this article:

Yuhan Zhao1 Author Orcid Image ;   Rongrong Guo1 Author Orcid Image ;   Yiqun Miao1 Author Orcid Image ;   Yuan Luo1 Author Orcid Image ;   Huiying Wang1 Author Orcid Image ;   Ying Wu1 Author Orcid Image
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Yuhan Zhao   1 * , PhD ;   Rongrong Guo   1 * , PhD ;   Yiqun Miao   1 , PhD ;   Yuan Luo   1 , PhD ;   Huiying Wang   1 , PhD ;   Ying Wu   1 , PhD

1 School of Nursing, Capital Medical University, Beijing, China

*these authors contributed equally

Corresponding Author:

  • Ying Wu, PhD
  • School of Nursing
  • Capital Medical University
  • 10 You-An-Men Wai Xi Tou Tiao, Fengtai District
  • Beijing 100069
  • China
  • Phone: 86 13910789837
  • Email: helenywu@vip.163.com