Action recommendations review in community-based therapy and depression and anxiety outcomes: a machine learning approach

Action recommendations review in community-based therapy and depression and anxiety outcomes: a machine learning approach

Abstract Background While the positive impact of homework completion on symptom alleviation is well-established, the pivotal role of therapists in reviewing these assignments has been under-investigated. This study examined therapists' practice of assigning and reviewing action recommendations...

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Bibliographic Details
Main Authors: Amit Spinrad, C. Barr Taylor, Josef I. Ruzek, Samuel Jefroykin, Tamar Friedlander, Israela Feleke, Hila Lev-Ari, Natalia Szapiro, Shiri Sadeh-Sharvit
Format: Article
Language:English
Published: BMC 2024-02-01
Series:BMC Psychiatry
Subjects:
Activation
Deep learning
Empirically-based practice
Natural language processing
Behavioral treatment
Machine learning
Online Access:https://doi.org/10.1186/s12888-024-05570-0

Internet

https://doi.org/10.1186/s12888-024-05570-0

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