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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5813927/
https://www.ncbi.nlm.nih.gov/pubmed/29447188
http://dx.doi.org/10.1371/journal.pone.0192360

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5813927/
https://www.ncbi.nlm.nih.gov/pubmed/29447188
http://dx.doi.org/10.1371/journal.pone.0192360

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