Accessibility settings

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

Tutorial (161) Prevention and Health Promotion (2217) HIV/AIDS/STI Prevention and Care (1277) Patient Education in Cardiology (61) Cardiovascular Disease Prevention (264) Artificial Intelligence (4625) Generative Language Models Including ChatGPT (1455) AI Language Models in Health Care (714)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77053, first published .
Diverse team analyzing glowing heart and medical data on screen

Interdisciplinary Development and Fine-Tuning of CARDIO, a Large Language Model for Cardiovascular Health Education in HIV Care: Tutorial

Interdisciplinary Development and Fine-Tuning of CARDIO, a Large Language Model for Cardiovascular Health Education in HIV Care: Tutorial

Authors of this article:

Ryan Rullo1 Author Orcid Image ;   Ali Maatouk2 Author Orcid Image ;   Tinglin Huang2 Author Orcid Image ;   Jialin Chen2 Author Orcid Image ;   Weikang Qiu2 Author Orcid Image ;   Giselle O'Connor1 Author Orcid Image ;   Julie Womack1, 3 Author Orcid Image ;   Tatiana Sadak1 Author Orcid Image ;   Christine Rodriguez1 Author Orcid Image ;   Pedro Carneiro1 Author Orcid Image ;   Tania de Jesus Espinosa1 Author Orcid Image ;   Ami Marshall1 Author Orcid Image ;   Rex Ying2 Author Orcid Image ;   S Raquel Ramos1, 4 Author Orcid Image
Article Authors Cited by (5) Tweetations (1) Metrics

Journals

  1. Zeng H, Liu G, Liu W, Zou S, Chen B, Yang R, Lin F, Peng J, Gao Y, Hao L. Evaluation of large language models in the clinical management of multiple chronic conditions: A comparative study of DeepSeek-R1 and ChatGPT-o1. Public Health 2025;249:106042 View
  2. Ramos S, Ying R. A Nursing and Computer Science Perspective on Confronting Chronic Illness and Environmental Responsibility in AI Research. Nursing Reports 2026;16(3):94 View
  3. Hu S, Lin B, Lin F. Evaluation of large language model–generated information in diabetes health patient education: a scoping review. Frontiers in Public Health 2026;14 View
  4. King A, Banks A, Hernández L, Thompson S, Stevens L, Potter L, Kaphingst K, Estabrooks P, Del Fiol G, Wetter D, Schlechter C. An Acceptance Criteria Framework for Determining the Implementation Fit of Custom Large Language Models in Public Health Interventions. Journal of Medical Internet Research 2026;28:e92356 View

Books/Policy Documents

  1. Ramos S, Rodriguez C. Life Course Perspectives on Black Sexual Minority Men's Health and Quality of Life. View