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

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

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.

Afiliação

Gehrmann S; MIT Critical Data, Laboratory for Computational Physiology, Cambridge, MA, United States of America.
Dernoncourt F; Harvard SEAS, Harvard University, Cambridge, MA, United States of America.
Li Y; MIT Critical Data, Laboratory for Computational Physiology, Cambridge, MA, United States of America.
Carlson ET; Massachusetts Institute of Technology, Cambridge, MA, United States of America.
Wu JT; Adobe Research, San Jose, CA, United States of America.
Welt J; MIT Critical Data, Laboratory for Computational Physiology, Cambridge, MA, United States of America.
Foote J; Harvard T.H. Chan School of Public Health, Cambridge, MA, United States of America.
Moseley ET; MIT Critical Data, Laboratory for Computational Physiology, Cambridge, MA, United States of America.
Grant DW; Philips Research North America, Cambridge, MA, United States of America.
Tyler PD; MIT Critical Data, Laboratory for Computational Physiology, Cambridge, MA, United States of America.
Celi LA; Harvard T.H. Chan School of Public Health, Cambridge, MA, United States of America.

PLoS One ; 13(2): e0192360, 2018.

Article em En | MEDLINE | ID: mdl-29447188

Assuntos

Idioma; Aprendizagem; Fenótipo; Humanos

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fenótipo / Idioma / Aprendizagem Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: PLoS One Assunto da revista: CIENCIA / MEDICINA Ano de publicação: 2018 Tipo de documento: Article País de afiliação: Estados Unidos

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