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Machine Learning Model to Predict Assignment of Therapy Homework in Behavioral Treatments: Algorithm Development and Validation

BACKGROUND: Therapeutic homework is a core element of cognitive and behavioral interventions, and greater homework compliance predicts improved treatment outcomes. To date, research in this area has relied mostly on therapists’ and clients’ self-reports or studies carried out in academic settings, a...

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Detalles Bibliográficos
Autores principales: Peretz, Gal, Taylor, C Barr, Ruzek, Josef I, Jefroykin, Samuel, Sadeh-Sharvit, Shiri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10227700/
https://www.ncbi.nlm.nih.gov/pubmed/37184927
http://dx.doi.org/10.2196/45156