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A natural language processing approach to modelling treatment alliance in psychotherapy transcripts

AIMS: Patient-therapist alliance is a critical factor in psychotherapy treatment outcomes. This pilot will identify language concepts in psychotherapy transcripts correlating with the valence of treatment alliance using natural language processing tools. Specifically, high-order linguistic features...

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Detalles Bibliográficos
Autores principales: Ryu, Jihan, Heisig, Stephen, McLaughlin, Caroline, Bortz, Rebeccah, Katz, Michael, Gu, Xiaosi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8771937/
http://dx.doi.org/10.1192/bjo.2021.177