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To warrant clinical adoption AI models require a multi-faceted implementation evaluation.

Authors :
van de Sande, Davy
Chung, Eline Fung Fen
Oosterhoff, Jacobien
van Bommel, Jasper
Gommers, Diederik
van Genderen, Michel E.
Source :
NPJ Digital Medicine; 3/6/2024, Vol. 7 Issue 1, p1-5, 5p
Publication Year :
2024

Abstract

Despite artificial intelligence (AI) technology progresses at unprecedented rate, our ability to translate these advancements into clinical value and adoption at the bedside remains comparatively limited. This paper reviews the current use of implementation outcomes in randomized controlled trials evaluating AI-based clinical decision support and found limited adoption. To advance trust and clinical adoption of AI, there is a need to bridge the gap between traditional quantitative metrics and implementation outcomes to better grasp the reasons behind the success or failure of AI systems and improve their translation into clinical value. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23986352
Volume :
7
Issue :
1
Database :
Complementary Index
Journal :
NPJ Digital Medicine
Publication Type :
Academic Journal
Accession number :
175896026
Full Text :
https://doi.org/10.1038/s41746-024-01064-1