Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings

As the implementation of artificial intelligence (AI)-enabled tools is realized across diverse clinical environments, there is a growing understanding of the need for ongoing monitoring and updating of prediction models. Dataset shift—temporal changes in clinical practice, patient populations, and i...

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Bibliographic Details
Main Authors: Sharon E. Davis, Colin G. Walsh, Michael E. Matheny
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Digital Health
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdgth.2022.958284/full