Cargando…
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...
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: | |
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 |
Ejemplares similares
-
Development and Evaluation of ClientBot: Patient-Like Conversational Agent to Train Basic Counseling Skills
por: Tanana, Michael J, et al.
Publicado: (2019) -
Perceptions of Therapeutic Intervention in Suicide Crisis Counseling in Experienced Korean Counselors: A Concept Mapping Study
por: Park, AeShil, et al.
Publicado: (2022) -
Police Encounters, Agitation, Diagnosis, and Employment Predict Psychiatric Hospitalisation of Intensive Home Treatment Patients During a Psychiatric Crisis
por: Barakat, Ansam, et al.
Publicado: (2021) -
Mental Health Support in the Time of Crisis: Are We Prepared? Experiences With the COVID-19 Counselling Programme in Hungary
por: Szlamka, Zsófia, et al.
Publicado: (2021) -
Crisis Concept Re-loaded?—The Recently Described Suicide-Specific Syndromes May Help to Better Understand Suicidal Behavior and Assess Imminent Suicide Risk More Effectively
por: Voros, Viktor, et al.
Publicado: (2021)