Probabilistic Prediction of Nonadherence to Psychiatric Disorder Medication from Mental Health Forum Data: Developing and Validating Bayesian Machine Learning Classifiers.

Ji, Meng; Xie, Wenxiu; Zhao, Mengdan; Qian, Xiaobo; Chow, Chi-Yin; Lam, Kam-Yiu; Yan, Jun; Hao, Tianyong

Ji, Meng; Xie, Wenxiu; Zhao, Mengdan; Qian, Xiaobo; Chow, Chi-Yin; Lam, Kam-Yiu; Yan, Jun; Hao, Tianyong.

Afiliação

Ji M; School of Languages and Cultures, University of Sydney, Sydney, Australia.
Xie W; Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong, China.
Zhao M; School of Languages and Cultures, University of Sydney, Sydney, Australia.
Qian X; School of Computer Science, South China Normal University, Guangzhou, Guangdong, China.
Chow CY; Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong, China.
Lam KY; Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong, China.
Yan J; AI Lab, Yidu Cloud (Beijing) Technology Co. Ltd., Beijing, China.
Hao T; School of Computer Science, South China Normal University, Guangzhou, Guangdong, China.

Comput Intell Neurosci ; 2022: 6722321, 2022.

Article em En | MEDLINE | ID: mdl-35463247

Assuntos

Transtornos Mentais; Saúde Mental; Teorema de Bayes; Humanos; Modelos Logísticos; Aprendizado de Máquina; Transtornos Mentais/tratamento farmacológico

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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