Integration and Validation of a Natural Language Processing Machine Learning Suicide Risk Prediction Model Based on Open-Ended Interview Language in the Emergency Department

BACKGROUND: Emergency departments (ED) are an important intercept point for identifying suicide risk and connecting patients to care, however, more innovative, person-centered screening tools are needed. Natural language processing (NLP) -based machine learning (ML) techniques have shown promise to...

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Detalles Bibliográficos
Autores principales: Cohen, Joshua, Wright-Berryman, Jennifer, Rohlfs, Lesley, Trocinski, Douglas, Daniel, LaMonica, Klatt, Thomas W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Digital Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8847784/
https://www.ncbi.nlm.nih.gov/pubmed/35187527
http://dx.doi.org/10.3389/fdgth.2022.818705

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8847784/
https://www.ncbi.nlm.nih.gov/pubmed/35187527
http://dx.doi.org/10.3389/fdgth.2022.818705

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