Can machine learning predict PTSD symptoms from trauma narratives of children and adolescents?

Background: Machine learning approaches are being increasingly tested as a potential means of identifying mental health conditions. Narrative features of trauma memories are proposed to play a significant role in the development of post-traumatic stress disorder (PTSD), meaning that trauma narrative...

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Principais autores:	Alessandra Giuliani, Tamsin Sharp, Yeukai Chideya, Richard Meiser-Stedman, Mark Tomlinson, Sarah L. Halligan
Format:	Artigo
Jezik:	Inglês
Izdano:	Taylor & Francis Group 2025-12-01
Serija:	European Journal of Psychotraumatology
Teme:	Machine learning PTSD trauma narratives children and adolescents LLMs predictive models
Online dostop:	https://www.tandfonline.com/doi/10.1080/20008066.2025.2589709
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