Application of machine learning in diagnostic value of mRNAs for bipolar disorder.

Wu, Xulong; Zhu, Lulu; Zhao, Zhi; Xu, Bingyi; Yang, Jialei; Long, Jianxiong; Su, Li

Wu, Xulong; Zhu, Lulu; Zhao, Zhi; Xu, Bingyi; Yang, Jialei; Long, Jianxiong; Su, Li.

Afiliação

Wu X; School of Public Health, Guangxi Medical University, Guangxi, China.
Zhu L; School of Public Health, Guangxi Medical University, Guangxi, China.
Zhao Z; School of Public Health, Guangxi Medical University, Guangxi, China.
Xu B; School of Public Health, Guangxi Medical University, Guangxi, China.
Yang J; School of Public Health, Guangxi Medical University, Guangxi, China.
Long J; School of Public Health, Guangxi Medical University, Guangxi, China.
Su L; School of Public Health, Guangxi Medical University, Guangxi, China.

Nord J Psychiatry ; 76(2): 81-88, 2022 Feb.

Article em En | MEDLINE | ID: mdl-34156910

Assuntos

Transtorno Bipolar; Transtorno Bipolar/diagnóstico; Transtorno Bipolar/genética; Humanos; Aprendizado de Máquina; RNA Mensageiro/genética; Máquina de Vetores de Suporte

Palavras-chave

Artificial Neural Networks; Bipolar disorder; Extreme Gradient Boosting; Random Forest; Support Vector Machine

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Transtorno Bipolar Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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