Identification of suicidality in adolescent major depressive disorder patients using sMRI: A machine learning approach.

Hong, Su; Liu, Yang S; Cao, Bo; Cao, Jun; Ai, Ming; Chen, Jianmei; Greenshaw, Andrew; Kuang, Li

Hong, Su; Liu, Yang S; Cao, Bo; Cao, Jun; Ai, Ming; Chen, Jianmei; Greenshaw, Andrew; Kuang, Li.

Afiliación

Hong S; Mobile Doctoral Station, School of Nursing, Chongqing Medical University, Chongqing, China.
Liu YS; Department of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.
Cao B; Department of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.
Cao J; Department of Psychiatry, The First Affiliated Hospital of Chongqing Medical University, No.1 Youyi Road, Yuzhong District, Chongqing 400016, China.
Ai M; Department of Psychiatry, The First Affiliated Hospital of Chongqing Medical University, No.1 Youyi Road, Yuzhong District, Chongqing 400016, China.
Chen J; Department of Psychiatry, The First Affiliated Hospital of Chongqing Medical University, No.1 Youyi Road, Yuzhong District, Chongqing 400016, China.
Greenshaw A; Department of Psychiatry, University of Alberta, Edmonton, Alberta, Canada.
Kuang L; Department of Psychiatry, The First Affiliated Hospital of Chongqing Medical University, No.1 Youyi Road, Yuzhong District, Chongqing 400016, China. Electronic address: kuangli0308@163.com.

J Affect Disord ; 280(Pt A): 72-76, 2021 02 01.

Article en En | MEDLINE | ID: mdl-33202340

Asunto(s)

Trastorno Depresivo Mayor; Suicidio; Adolescente; Estudios Transversales; Trastorno Depresivo Mayor/diagnóstico por imagen; Humanos; Aprendizaje Automático; Ideación Suicida; Intento de Suicidio; Adulto Joven

Palabras clave

machine learning; major depressive disorder; structural MRI; suicide; support vector machine

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Suicidio / Trastorno Depresivo Mayor Tipo de estudio: Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Límite: Adolescent / Adult / Humans Idioma: En Revista: J Affect Disord Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Países Bajos

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