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

Wearables and MHealth Reviews (326) mHealth for Wellness, Behavior Change and Prevention (3442) Smoking Cessation (653) Instruments and Questionnaires for Nutrition and Food Intake (229) Chatbots and Conversational Agents (794) Innovations and Technology for Physical Activity Education (975)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/66403, first published .
Natural Language Processing Chatbot–Based Interventions for Improvement of Diet, Physical Activity, and Tobacco Smoking Behaviors: Systematic Review

Natural Language Processing Chatbot–Based Interventions for Improvement of Diet, Physical Activity, and Tobacco Smoking Behaviors: Systematic Review

Natural Language Processing Chatbot–Based Interventions for Improvement of Diet, Physical Activity, and Tobacco Smoking Behaviors: Systematic Review

Authors of this article:

Jing Chen1 Author Orcid Image ;   Run-Ze Hu2 Author Orcid Image ;   Yu-Xuan Zhuang2 Author Orcid Image ;   Jia-Qi Zhang2 Author Orcid Image ;   Rui Shan1 Author Orcid Image ;   Yang Yang1 Author Orcid Image ;   Zheng Liu1, 2 Author Orcid Image
Article Authors Cited by (5) Tweetations Metrics

Journals

  1. Sen C, DeMazumder D. Getting Started on Artificial Intelligence in Health Care and Clinical Research: Includes Rigor Checklist for Authors and Reviewers. Advances in Wound Care 2025 View
  2. Kalan E, Dadipoor S, Osibogun O, Ben Taleb Z. The Roles of AI in Tobacco and Nicotine Research and Regulation. Substance Use & Misuse 2026;61(4):630 View
  3. Afrizal S, Hakiem N, Fadlurahman M, Gusmita R, Shofi I, Handayani D. NutriNLP: Advancing Personalized Nutrition with Natural Language Processing and Accelerating SDGs. Journal of Lifestyle and SDGs Review 2025;5(9):e07899 View
  4. Kim B, Kang J, Jung Y, Ahn J. Generative and Large-Scale Artificial Intelligence in Exercise and Sports Medicine: A Narrative Review. The Asian Journal of Kinesiology 2026;28(1):58 View
  5. Tabacchi G, Scardina A, Amato A, Giardina M, Accardi G, Di Liberto V, Giglia G, Vasto S, Frinchi M, Boffetta P, Mazzucco W, Bellafiore M. Digital Tools’ Effectiveness on Physical Activity Outcomes in Children and Adolescents: Umbrella Review. JMIR Public Health and Surveillance 2026;12:e75769 View