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Explainable machine-learning algorithms to differentiate bipolar disorder from major depressive disorder using self-reported symptoms, vital signs, and blood-based markers.
Zhu, Ting; Liu, Xiaofei; Wang, Junren; Kou, Ran; Hu, Yao; Yuan, Minlan; Yuan, Cui; Luo, Li; Zhang, Wei.
Afiliação
  • Zhu T; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China.
  • Liu X; Business School, Sichuan University, Chengdu, China.
  • Wang J; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China.
  • Kou R; Business School, Sichuan University, Chengdu, China.
  • Hu Y; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China.
  • Yuan M; Mental Health Center of West China Hospital, Sichuan University, Chengdu, China.
  • Yuan C; Sichuan Provincial Center for Mental Health, The Center of Psychosomatic Medicine of Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China.
  • Luo L; Business School, Sichuan University, Chengdu, China.
  • Zhang W; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China; Med-X Center for Informatics, Sichuan University, Chengdu, China; Mental Health Center of West China Hospital, Sichuan University, Chengdu, China. Electronic address: weizhanghx@163.com.
Comput Methods Programs Biomed ; 240: 107723, 2023 Oct.
Article em En | MEDLINE | ID: mdl-37480646

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtorno Bipolar / Transtorno Depressivo Maior Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Comput Methods Programs Biomed Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transtorno Bipolar / Transtorno Depressivo Maior Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Comput Methods Programs Biomed Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China