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

Research Letter (133) User Needs and Competencies (574) Formative Evaluation of Digital Health Interventions (4988)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92726, first published .
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AI Software Among Commercially Insured Populations: Cross-Sectional Study of Patient and Plan Characteristics

AI Software Among Commercially Insured Populations: Cross-Sectional Study of Patient and Plan Characteristics

Authors of this article:

Elsa Zhang1, 2 Author Orcid Image ;   Yujia Jin2 Author Orcid Image ;   Ching-Ching Claire Lin3 Author Orcid Image ;   Raymond Kuo3, 4, 5 Author Orcid Image ;   Joshua M Liao1, 2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Elsa Zhang   1, 2 , BSc ;   Yujia Jin   2 , MS ;   Ching-Ching Claire Lin   3 , PhD ;   Raymond Kuo   3, 4, 5 , PhD ;   Joshua M Liao   1, 2 , MD, MSc

1 Program on Policy Evaluation and Learning, Dallas, TX, United States

2 Department of Internal Medicine, Division of General Internal Medicine, The University of Texas Southwestern Medical Center, Dallas, TX, United States

3 Institute of Health Policy and Management, College of Public Health, National Taiwan University, Taipei, Taiwan

4 Global Health Program, College of Public Health, National Taiwan University, Taipei City, Taiwan

5 Population Health Research Center, National Taiwan University, Taipei City, Taiwan

Corresponding Author:

  • Joshua M Liao, MD, MSc
  • Department of Internal Medicine
  • Division of General Internal Medicine, The University of Texas Southwestern Medical Center
  • 5323 Harry Hines Blvd
  • Dallas, TX
  • United States
  • Phone: 1 214 648 3111
  • Email: Joshua.Liao@UTSouthwestern.edu