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

Reviews in AI (219) Clinical Informatics (2433) Reviews (296) Theoretical Frameworks and Concepts (601) Decision Support for Health Professionals (2397) Quality Improvement (390) Design and Usability of Clinical Software and EHRs (497)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/101509, first published .
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AI-Enabled Digital Health Tool Implementation in Clinical Practice Settings: Umbrella Review

AI-Enabled Digital Health Tool Implementation in Clinical Practice Settings: Umbrella Review

Authors of this article:

Amanda Gilbert1 Author Orcid Image ;   Angeline Gacad1 Author Orcid Image ;   Loni Parrish2 Author Orcid Image ;   Oliver Nguyen3 Author Orcid Image ;   Kea Turner4 Author Orcid Image ;   Willi L Tarver5 Author Orcid Image ;   Pallavi Jonnalagadda6 Author Orcid Image ;   Dennis Tsagli1 Author Orcid Image ;   Bowen Wu1 ;   Chenyang Lu7, 8 Author Orcid Image ;   Rachel E Sachs9 Author Orcid Image ;   Oghosa Evbuomwan1 Author Orcid Image ;   Maura K Kepper1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Amanda Gilbert   1 , LCSW, PhD ;   Angeline Gacad   1 , CPH, MPH ;   Loni Parrish   2 , MA, PhD ;   Oliver Nguyen   3 , PhD ;   Kea Turner   4 , MA, MPH, PhD ;   Willi L Tarver   5 , MLIS, DrPH ;   Pallavi Jonnalagadda   6 , MBBS, DrPH ;   Dennis Tsagli   1 , MD ;   Bowen Wu   1 , MSW, MPH ;   Chenyang Lu   7, 8 , PhD ;   Rachel E Sachs   9 , MPH, JD ;   Oghosa Evbuomwan   1 , MBA, MPH, MD ;   Maura K Kepper   1 , PhD, MPH

1 Prevention Research Center, Burskey School of Public Health, Washington University in St. Louis, St. Louis, MO, United States

2 Department of Population Health, University of Kansas, Kansas City, KS, United States

3 Department of Industrial and Systems Engineering, University of Wisconsin–Madison, Madison, WI, United States

4 School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States

5 Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, United States

6 Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, United States

7 Department of Computer Science and Engineering, McKelvey School of Engineering, Washington University in St. Louis, St. Louis, MO, United States

8 AI for Health Institute, Washington University in St. Louis, St. Louis, MO, United States

9 School of Law, Washington University in St. Louis, St. Louis, MO, United States

Corresponding Author:

  • Amanda Gilbert, LCSW, PhD
  • Prevention Research Center
  • Burskey School of Public Health, Washington University in St. Louis
  • 1 Brookings Drive
  • St. Louis, MO 63130
  • United States
  • Phone: 1 678 458 9379
  • Email: a.s.gilbert@wustl.edu