An analysis of Chinese nursing electronic medical records to predict violence in psychiatric inpatients using text mining and machine learning techniques

BACKGROUND: The prevalence of violence in acute psychiatric wards is a critical concern. According to a meta-analysis investigating violence in psychiatric inpatient units, researchers estimated that approximately 17% of inpatients commit one or more acts of violence during their stay. Inpatient vio...

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Detalles Bibliográficos
Autores principales: Hu, Ya-Han, Hung, Jeng-Hsiu, Hu, Li-Yu, Huang, Sheng-Yun, Shen, Cheng-Che
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246850/
https://www.ncbi.nlm.nih.gov/pubmed/37285344
http://dx.doi.org/10.1371/journal.pone.0286347

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246850/
https://www.ncbi.nlm.nih.gov/pubmed/37285344
http://dx.doi.org/10.1371/journal.pone.0286347

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