Use of Natural Language Processing Algorithms to Identify Common Data Elements in Operative Notes for Knee Arthroplasty

BACKGROUND: Natural language processing (NLP) methods have the capability to process clinical free text in electronic health records, decreasing the need for costly manual chart review and improving data quality. We developed rule-base NLP algorithms to automatically extract surgery specific data el...

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Detalhes bibliográficos
Publicado no:J Arthroplasty
Main Authors: Sagheb, Elham, Ramazanian, Taghi, Tafti, Ahmad P., Fu, Sunyang, Kremers, Walter K., Berry, Daniel J., Lewallen, David G., Sohn, Sunghwan, Kremers, Hilal Maradit
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7897213/
https://ncbi.nlm.nih.gov/pubmed/33051119
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.arth.2020.09.029
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