The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance

Objectives: This study evaluates the accuracy and portability of a natural language processing (NLP) tool for extracting clinical findings of influenza from clinical notes across two large healthcare systems. Effectiveness is evaluated on how well NLP supports downstream influenza case-detection for...

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Detalhes bibliográficos
Publicado no:Appl Clin Inform
Main Authors: Ferraro, Jeffrey P., Ye, Ye, Gesteland, Per H., Haug, Peter J., Tsui, Fuchiang, Cooper, Gregory F., Bree, Rudy Van, Ginter, Thomas, Nowalk, Andrew J., Wagner, Michael
Formato: Artigo
Idioma:Inglês
Publicado em: Schattauer GmbH 2017
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6241736/
https://ncbi.nlm.nih.gov/pubmed/28561130
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4338/ACI-2016-12-RA-0211
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