Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review.

Background: No previous study has comprehensively reviewed the application of machine learning algorithms in mood disorders populations. Herein, we qualitatively and quantitatively evaluate previous studies of machine learning-devised models that predict therapeutic outcomes in mood disorders popula...

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Detalles Bibliográficos
Publicado en:Journal of Affective Disorders Vol. 241; pp. 519 - 533
Autores principales: Lee, Yena, Ragguett, Renee-Marie, Mansur, Rodrigo B., Boutilier, Justin J., Rosenblat, Joshua D., Trevizol, Alisson, Brietzke, Elisa, Lin, Kangguang, Pan, Zihang, Subramaniapillai, Mehala, Chan, Timothy C.Y., Fus, Dominika, Park, Caroline, Musial, Natalie, Zuckerman, Hannah, Chen, Vincent Chin-Hung, Ho, Roger, Rong, Carola, McIntyre, Roger S.
Formato: meta analysis research systematic review Journal Article
Publicado: Elsevier B.V. Dec2018
Acceso en línea:Ver este registro en EBSCOhost