Author

E. Owtscharow

2 papers indexed here

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Open access Sep 2026

From Symptom Networks to Conversation Networks: A Cross-Sectional Study Mapping the Topology of Suicide-Related Clinical Dialogue

Suicide risk assessment in clinical conversations relies on the sequential structure of therapist-patient dialogue, yet formal models of how suicide-related content emerges, transitions, and re-ciprocates across conversational turns are lacking. We applied network analysis to C-SSRS-coded utterances from psychotherapy...

O. Grimm, C. Landau, S. Arampatzi et al. · medRxiv · 0 citations

#artificial intelligence Preprint Dec 2025

Testing the Utility of Using Large Language Models to Create Personalized Networks From Therapy Session Transcripts: A Proof of Concept Study

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