Select or adjust? How information from early treatment stages boosts the prediction of non-response in internet-based depression treatment.

Background: Internet-based interventions produce comparable effectiveness rates as face-to-face therapy in treating depression. Still, more than half of patients do not respond to treatment. Machine learning (ML) methods could help to overcome these low response rates by predicting therapy outcomes...

Descripción completa

Detalles Bibliográficos
Publicado en:Psychological Medicine Vol. 54; no. 8; pp. 1641 - 1651
Autores principales: Hammelrath, Leona, Hilbert, Kevin, Heinrich, Manuel, Zagorscak, Pavle, Knaevelsrud, Christine
Formato: research tables/charts Journal Article
Publicado: Cambridge University Press Jun2024
Acceso en línea:Ver este registro en EBSCOhost