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A machine learning ensemble to predict treatment outcomes following an Internet intervention for depression

BACKGROUND: Some Internet interventions are regarded as effective treatments for adult depression, but less is known about who responds to this form of treatment. METHOD: An elastic net and random forest were trained to predict depression symptoms and related disability after an 8-week course of an...

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Detalles Bibliográficos
Autores principales: Pearson, Rahel, Pisner, Derek, Meyer, Björn, Shumake, Jason, Beevers, Christopher G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6763538/
https://www.ncbi.nlm.nih.gov/pubmed/30392475
http://dx.doi.org/10.1017/S003329171800315X