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

Ambient AI Scribes and AI-Driven Documentation Technologies (92) E-Health Policy and Health Systems Innovation (503) Adoption and Change Management of eHealth Systems (1073) Cost-Effectiveness and Economics (482) Artificial Intelligence (4482) Physician and Healthcare Worker Burnout (207)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87450, first published .
Doctor discussing AI healthcare analysis with patient in clinic

Selecting, Scaling, and Measuring the Value of Ambient AI in a Nonacademic Health System: Multiphase Pilot Study

Selecting, Scaling, and Measuring the Value of Ambient AI in a Nonacademic Health System: Multiphase Pilot Study

Authors of this article:

Bryon Kenneth Frost1 Author Orcid Image ;   Victor Eugene Collier2 Author Orcid Image ;   Franklin Sturgill1 Author Orcid Image ;   Jessie Polson2 Author Orcid Image ;   Jennifer Jones2 Author Orcid Image
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