Psychotherapist remarks’ ML classifier: insights from LLM and topic modeling application

IntroductionThis paper addresses the growing intersection of machine learning (ML) and psychotherapy by developing a classification model for analyzing topics in therapist remarks. Understanding recurring language patterns in therapist communication can enhance clinical practice, supervision, and tr...

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Principais autores:	Alexander Vanin, Vadim Bolshev, Anastasia Panfilova
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2025-07-01
Serija:	Frontiers in Psychiatry
Teme:	psychotherapy therapist language speech topic modeling machine learning
Online dostop:	https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1608163/full
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