Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

In secondary analysis of electronic health records, a crucial task consists in correctly identifying the patient cohort under investigation. In many cases, the most valuable and relevant information for an accurate classification of medical conditions exist only in clinical narratives. Therefore, it...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Gehrmann, Sebastian, Dernoncourt, Franck, Li, Yeran, Carlson, Eric T., Wu, Joy T., Welt, Jonathan, Foote, John, Moseley, Edward T., Grant, David W., Tyler, Patrick D., Celi, Leo A.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
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Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5813927/
https://ncbi.nlm.nih.gov/pubmed/29447188
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0192360
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