Extracting psychiatric stressors for suicide from social media using deep learning.

Du, Jingcheng; Zhang, Yaoyun; Luo, Jianhong; Jia, Yuxi; Wei, Qiang; Tao, Cui; Xu, Hua

Du, Jingcheng; Zhang, Yaoyun; Luo, Jianhong; Jia, Yuxi; Wei, Qiang; Tao, Cui; Xu, Hua.

Afiliação

Du J; The University of Texas School of Biomedical Informatics, 7000 Fannin St Suite 600, Houston, TX, 77030, USA.
Zhang Y; The University of Texas School of Biomedical Informatics, 7000 Fannin St Suite 600, Houston, TX, 77030, USA.
Luo J; The University of Texas School of Biomedical Informatics, 7000 Fannin St Suite 600, Houston, TX, 77030, USA.
Jia Y; Department of Management Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018, China.
Wei Q; The University of Texas School of Biomedical Informatics, 7000 Fannin St Suite 600, Houston, TX, 77030, USA.
Tao C; Department of Medical Informatics, School of Public Health, Jilin University, Changchun, 130021, Jilin, China.
Xu H; The University of Texas School of Biomedical Informatics, 7000 Fannin St Suite 600, Houston, TX, 77030, USA.

BMC Med Inform Decis Mak ; 18(Suppl 2): 43, 2018 07 23.

Article em En | MEDLINE | ID: mdl-30066665

Assuntos

Aprendizado Profundo; Mídias Sociais; Estresse Psicológico; Prevenção do Suicídio; Algoritmos; Humanos; Redes Neurais de Computação

Palavras-chave

Deep learning; Mental health; Named entity recognition; Psychiatric stressors; Social media; Suicide

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Estresse Psicológico / Mídias Sociais / Aprendizado Profundo / Prevenção do Suicídio Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2018 Tipo de documento: Article

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