Word2Vec inversion and traditional text classifiers for phenotyping lupus.

Background: Identifying patients with certain clinical criteria based on manual chart review of doctors' notes is a daunting task given the massive amounts of text notes in the electronic health records (EHR). This task can be automated using text classifiers based on Natural Language Processing (NL...

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Detalles Bibliográficos
Publicado en:BMC Medical Informatics & Decision Making Vol. 17; no. 1; pp. 1 - 12
Autores principales: Turner, Clayton A., Jacobs, Alexander D., Marques, Cassios K., Oates, James C., Kamen, Diane L., Anderson, Paul E., Obeid, Jihad S.
Formato: research tables/charts Journal Article
Publicado: BioMed Central 8/22/2017
Acceso en línea:Ver este registro en EBSCOhost