Pragmatic Approaches to the Evaluation and Monitoring of Artificial Intelligence in Health Care: A Science Advisory From the American Heart Association
Recommendations
As issued by the authors
Evaluation across 3 phases: predeployment, implementation and postdeployment
4 guiding principles for health systems setting up artificial intelligence (AI) governance: strategic alignment, ethical evaluation, usefulness and effectiveness evaluation, and financial performance
Original publication
Pragmatic Approaches to the Evaluation and Monitoring of Artificial Intelligence in Health Care: A Science Advisory From the American Heart Association. Circulation. Published 10 November 2025. doi:10.
Summarised from the published abstract; every number is checked against it