Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation

BACKGROUND: Stroke is an important clinical outcome in cardiovascular research. However, the ascertainment of incident stroke is typically accomplished via time-consuming manual chart abstraction. Current phenotyping efforts using electronic health records for stroke focus on case ascertainment rath...

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Bibliografiske detaljer
Udgivet i:J Med Internet Res
Main Authors: Zhao, Yiqing, Fu, Sunyang, Bielinski, Suzette J, Decker, Paul A, Chamberlain, Alanna M, Roger, Veronique L, Liu, Hongfang, Larson, Nicholas B
Format: Artigo
Sprog:Inglês
Udgivet: JMIR Publications 2021
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Original Paper
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7985804/
https://ncbi.nlm.nih.gov/pubmed/33683212
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/22951
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