Ascertainment of Delirium Status Using Natural Language Processing From Electronic Health Records.

Sunyang FuGuilherme S LopesSandeep R PagaliBjoerg ThorsteinsdottirNathan K LeBrasseurAndrew WenHongfang LiuWalter A RoccaJanet E OlsonJennifer St SauverSunghwan Sohn

Published in: The journals of gerontology. Series A, Biological sciences and medical sciences (2022)

NLP algorithms based on the standardized evidence-based CAM framework demonstrated high performance in delineating delirium status in an expeditious and cost-effective manner.

Keyphrases

electronic health record
cardiac surgery
machine learning
hip fracture
clinical decision support
autism spectrum disorder
deep learning
adverse drug