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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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Bibliografiske detaljer
Udgivet i:Psychol Med
Main Authors: Pearson, Rahel, Pisner, Derek, Meyer, Björn, Shumake, Jason, Beevers, Christopher G.
Format: Artigo
Sprog:Inglês
Udgivet: Cambridge University Press 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6763538/
https://ncbi.nlm.nih.gov/pubmed/30392475
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1017/S003329171800315X
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