Psychiatric symptom recognition without labeled data using distributional representations of phrases and on-line knowledge.

Zhang, Yaoyun; Zhang, Olivia; Wu, Yonghui; Lee, Hee-Jin; Xu, Jun; Xu, Hua; Roberts, Kirk

Zhang, Yaoyun; Zhang, Olivia; Wu, Yonghui; Lee, Hee-Jin; Xu, Jun; Xu, Hua; Roberts, Kirk.

Afiliação

Zhang Y; School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Zhang O; St. John's School, Houston, TX 77019, USA.
Wu Y; School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Lee HJ; School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Xu J; School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA.
Xu H; School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA. Electronic address: hua.xu@uth.tmc.edu.
Roberts K; School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA. Electronic address: kirk.roberts@uth.tmc.edu.

J Biomed Inform ; 75S: S129-S137, 2017 Nov.

Article em En | MEDLINE | ID: mdl-28624644

Assuntos

Transtornos Mentais/psicologia; Algoritmos; Humanos; Semântica

Palavras-chave

Distributional representation; Online knowledge; Psychiatric symptom recognition; Unsupervised learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtornos Mentais Tipo de estudo: Diagnostic_studies Limite: Humans Idioma: En Revista: J Biomed Inform Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2017 Tipo de documento: Article País de afiliação: Estados Unidos

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