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

Digital Health Reviews (3813) Behavior Change (1101) Reviews on Cardiovascular Health and Medicine (53) Cardiovascular Disease Prevention (276) Generative Language Models Including ChatGPT (1602)

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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  1. Triantafyllidis A, Segkouli S, Lithoxoidou E, Alexiadis A, Votis K, Koutra K, Kilintzis V, Kondylakis H, Arana-Arri E, Haug S, Boumparis N, Krini M, Hudders L, Tzovaras D. AI Assistants Based on Large Language Models for Adolescent Health and Well-Being: A Systematic Review. Information 2026;17(8):770 View
  2. Abdul Salam A, R C, D. Benakappa A, Kumar Shrivastava S, K. Rao S. The Insulin Resistance: Analysing Divergent Physiological Dynamics and Remission Pathways in Prediabetes versus Overt Type 2 Diabetes using Large Language Model. International Journal of Computational and Experimental Science and Engineering 2026;12(2) View