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

Applications of AI (983) Viewpoints and Perspectives (1415) Viewpoints on and Experiences with Digital Technologies in Health (292) Artificial Intelligence (4817)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/71798, first published .
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Rethinking AI Workflows: Guidelines for Scientific Evaluation in Digital Health Companies

Rethinking AI Workflows: Guidelines for Scientific Evaluation in Digital Health Companies

Authors of this article:

Kelsey Lynn McAlister1 Author Orcid Image ;   Lee Gonzales2 Author Orcid Image ;   Jennifer Huberty1 Author Orcid Image
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Journals

  1. Girão Carrilho M, Costa Pinto D, Wagner R, Rohden S, Telo de Arriaga M, Quelhas Pinto L. AI-Enabled Digital Health Promotion and Prevention: Computational Literature Review. JMIR AI 2026;5:e84492 View
  2. Krongtham P, Thato R, Choi E, Jantarapakdee R, Van Nhat T. Artificial Intelligence–Based Digital Interventions for HIV Prevention in Sexual and Gender Minority Populations Globally: A Systematic Review. Journal of the Association of Nurses in AIDS Care 2026 View
  3. Zhou Y, Honary M, Fayoumi A. Design Principles for a Risk-Aware Conversational Agent in Digital Mental Health Information Access: The Case of Cognitive Theatre. Information Systems Frontiers 2026 View

Books/Policy Documents

  1. Ramachandran S, Raman K, Saraswathi K, G. M. Medical LLMs and AI in Healthcare. View