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

Viewpoints and Perspectives (1424) E-Health Policy and Health Systems Innovation (535) Equity and Digital Divide (523) Big Data for Health Promotion and Health Equity (75) Social Determinants of Health (127) AI Applications in Public Health (105)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/78794, first published .
Doctor using tablet with medical icons and health data overlay

The Role of Data in Public Health and Health Innovation: Perspectives on Social Determinants of Health, Community-Based Data Approaches, and AI

The Role of Data in Public Health and Health Innovation: Perspectives on Social Determinants of Health, Community-Based Data Approaches, and AI

Authors of this article:

Kaakpema Yelpaala1 Author Orcid Image ;   Michael Christopher Gibbons2 Author Orcid Image ;   Ines Maria Vigil3 Author Orcid Image ;   Jennifer Leaño4 Author Orcid Image ;   Terika McCall5 Author Orcid Image ;   Ijeoma Opara6 Author Orcid Image ;   Anne Zink1 Author Orcid Image ;   Marcella Nunez-Smith7 Author Orcid Image ;   Bhramar Mukherjee5 Author Orcid Image ;   Megan Ranney1 Author Orcid Image
Article Authors Cited by (5) Tweetations (2) Metrics

Journals

  1. Wen Z, Huang J, Yu K, Li Y, Wang Z, Liao X, Li B, Tao Z, He H. Evaluation of ChatGPT-4o and DeepSeek as tools for orthodontic health literacy in public dental education. Scientific Reports 2025;16(1) View
  2. Guan Y, Chen X, Zhang T, Zhao L, Meng R, Tang F, Tan Z, Huang X. Development and validation of dual-time-window readmission prediction models under China’s medical insurance multi-payment reform. Frontiers in Public Health 2026;14 View
  3. Razzano A. Artificial Intelligence and Machine Learning for Identifying Social Determinants of Health in Low‐Income Populations Within United States Health Systems: A Scoping Review. Health Science Reports 2026;9(9) View
  4. Al-Farsi M, Al-Harthy S, Al-Rawahi N. Social Determinants Integration Without Proxy Leakage: A Causal Design Pattern for Equity-Preserving Modeling. Journal of Health Informatics and Digital Systems 2025;5(1) View

Books/Policy Documents

  1. R. N. R, Aarthi S. The Triple Helix of University-Government-Industry Partnerships and the Development of AI. View