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

Digital Health Reviews (1759) Generative Language Models Including ChatGPT (745) Chronic Conditions (450) Artificial Intelligence (2202) Foundation Models and Their Applications in AI (52)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/70535, first published .
Unveiling the Potential of Large Language Models in Transforming Chronic Disease Management: Mixed Methods Systematic Review

Unveiling the Potential of Large Language Models in Transforming Chronic Disease Management: Mixed Methods Systematic Review

Unveiling the Potential of Large Language Models in Transforming Chronic Disease Management: Mixed Methods Systematic Review

Authors of this article:

Caixia Li1 Author Orcid Image ;   Yina Zhao1 Author Orcid Image ;   Yang Bai2 Author Orcid Image ;   Baoquan Zhao3 Author Orcid Image ;   Yetunde Oluwafunmilayo Tola4 Author Orcid Image ;   Carmen WH Chan5 Author Orcid Image ;   Meifen Zhang2 Author Orcid Image ;   Xia Fu1 Author Orcid Image
Article Authors Cited by (9) Tweetations Metrics

Journals

  1. Du C, Zhou J, Yu Y. Research trends in the application of artificial intelligence in nursing of chronic disease: a bibliometric and network visualization study. Frontiers in Digital Health 2025;7 View
  2. Hao W, Chen C, Chen K, Li L, Chiu C, Yang T, Jong H, Yang H, Huang C, Liu J, Li Y. ChatGPT Performance Deteriorated in Patients with Comorbidities When Providing Cardiological Therapeutic Consultations. Healthcare 2025;13(13):1598 View
  3. Cotfas L, Sandu A, Delcea C, Diaconu P, Frăsineanu C, Stănescu A. From Transformers to ChatGPT: An Analysis of Large Language Models Research. IEEE Access 2025;13:146889 View
  4. Tanzim U, Khan I, Abikenari M, Al-Deen R, Miah L, Blaaza M, Aziz M, Mukadam Y, Kerwan A. Transforming Patient–Provider Communication: The Role of Artificial Intelligence in Advancing Health Literacy—A Comprehensive Review. Premier Journal of Science 2025 View
  5. Bai J, Ji X, Yu J, Wang Y, Guo Y, Xue C, Zhang W, Zhu J. Assessing the Quality of AI Responses to Patient Concerns About Axial Spondyloarthritis: Delphi-Based Evaluation. JMIR AI 2026;5:e79153 View
  6. Aguzzi G, Magnini M, Farahmand A, Ferretti S, Pengo M, Montagna S. RAG-Enhanced Open SLMs for Hypertension Management Chatbots. Journal of Medical Systems 2025;49(1) View
  7. Wang Y, Luan Y, Cheng S, Hao M, Tan W, Hu R, Yao Z, Wang J, Wu J. A multi-layer retrieval-augmented large language model framework for enhancing hypertension education. Hypertension Research 2026 View

Conference Proceedings

  1. Yao Y, Xu G. 2025 7th International Conference on Internet of Things, Automation and Artificial Intelligence (IoTAAI). Culturally Adaptive Integration of Generative AI in Film Production and Education View
  2. Micelli L, Montagna S. Proceedings of the 2025 International Conference on Information Technology for Social Good. Human Digital Twin for Healthcare Applications: a White Label Digital Twin Implementation View