A machine learning approach to identifying suicide risk among text-based crisis counseling encounters

INTRODUCTION: With the increasing utilization of text-based suicide crisis counseling, new means of identifying at risk clients must be explored. Natural language processing (NLP) holds promise for evaluating the content of crisis counseling; here we use a data-driven approach to evaluate NLP method...

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Detalles Bibliográficos
Autores principales: Broadbent, Meghan, Medina Grespan, Mattia, Axford, Katherine, Zhang, Xinyao, Srikumar, Vivek, Kious, Brent, Imel, Zac
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Psychiatry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076638/
https://www.ncbi.nlm.nih.gov/pubmed/37032952
http://dx.doi.org/10.3389/fpsyt.2023.1110527

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076638/
https://www.ncbi.nlm.nih.gov/pubmed/37032952
http://dx.doi.org/10.3389/fpsyt.2023.1110527

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