Associating psychotherapy content and clinical outcomes

2019

ieso

Ewbank, M. P., Cummins, R., Tablan, V., Bateup, S., Catarino, A., Martin, A. J., & Blackwell, A. D. (2019). Quantifying the association between psychotherapy content and clinical outcomes using deep learning. JAMA psychiatry, 77(1), 35-43.

Read the full paper here.

ieso

In this study, ieso adopts a deep learning model to automatically categorize therapist utterances from approximately 90 000 hours of internet-enabled cognitive behavior therapy (CBT).

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Associating psychotherapy content and clinical outcomes

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