Systematic review and longitudinal analysis of implementing Artificial Intelligence to predict clinical deterioration in adult hospitals: what is known and what remains uncertain.

Anton H van der VegtVictoria CampbellImogen MitchellJames MalychaJoanna SimpsonTracy FlenadyArthas FlabourisPaul J LaneNaitik MehtaVikrant R KalkeJovie A DecoynaNicholas Es'haghiChun-Huei LiuIan A Scott

Published in: Journal of the American Medical Informatics Association : JAMIA (2023)

: There is evidence that real-world implementation of clinical deterioration prediction MLAs may improve clinical outcomes. Various factors identified as influencing success or failure of implementation can be mapped to different stages of implementation, thereby providing useful and practical guidance for implementers.

Keyphrases

artificial intelligence
systematic review
healthcare
quality improvement
primary care
machine learning
big data
deep learning
meta analyses
randomized controlled trial
cross sectional
childhood cancer