Extracting Cognitive Impairment Assessment Information From Unstructured Notes in Electronic Health Records Using Natural Language Processing Tools: Validation with Clinical Assessment Data

Extracting Cognitive Impairment Assessment Information From Unstructured Notes in Electronic Health Records Using Natural Language Processing Tools: Validation with Clinical Assessment Data

Kuan-Yuan Wang,1– 3,* Mufaddal Mahesri,4,* John Novoa-Laurentiev,4 Lily G Bessette,4 Cassandra York,4 Heidi Zakoul,4 Su Been Lee,4 Kerry Ngan,4 Li Zhou,4,5,* Dae Hyun Kim,2,3,5,* Kueiyu Joshua Lin4– 6,* 1National Cheng Kung University Hospital, College of Medi...

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Main Authors: Wang KY, Mahesri M, Novoa-Laurentiev J, Bessette LG, York C, Zakoul H, Lee SB, Ngan K, Zhou L, Kim DH, Lin KJ
Format: Article
Language:English
Published: Dove Medical Press 2025-04-01
Series:Clinical Epidemiology
Subjects:
natural language processing
electronic health records
cognitive impairment
mini-mental status examination
montreal cognitive assessment
Online Access:https://www.dovepress.com/extracting-cognitive-impairment-assessment-information-from-unstructur-peer-reviewed-fulltext-article-CLEP
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