Clinical psychology is stalled. Treatment effect sizes have plateaued, syndromal diagnosis has not yielded actionable mechanisms, reliance on WEIRD-centric research limits cultural relevance, and rising mental-health needs continue to outstrip available care. New therapeutic brands keep appearing, yet few new principle...
S. C. Hayes, J. Ciarrochi, B. Sahdra et al.· Clinical Psychology Review· 0 citations
An end-to-end pipeline for automatically generating client networks from therapy transcripts to support case conceptualization and treatment planning and more research is needed to examine whether these networks improve treatment outcomes, including relative to other methods of treatment personalization, such as statis...
Clarissa W. Ong, Hiba Arnaout, Kate Sheehan et al.· 2 citations
Graph2Counsel is introduced, a framework for generating synthetic counseling sessions grounded in Client Psychological Graphs that encode relationships among clients'thoughts, emotions, and behaviors, and Therapy-Eval is introduced, a multi-turn evaluation framework, and the effectiveness of the fine-tuned model in rea...
Aishik Mandal, Hiba Arnaout, Clarissa W. Ong et al.· arXiv.org· 3 citations
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