Machine Learning Approach to Inpatient Violence Risk Assessment Using Routinely Collected Clinical Notes in Electronic Health Records

IMPORTANCE: Inpatient violence remains a significant problem despite existing risk assessment methods. The lack of robustness and the high degree of effort needed to use current methods might be mitigated by using routinely registered clinical notes. OBJECTIVE: To develop and validate a multivariabl...

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Detalles Bibliográficos
Autores principales: Menger, Vincent, Spruit, Marco, van Est, Roel, Nap, Eline, Scheepers, Floor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2019
Materias:
Original Investigation
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6613290/
https://www.ncbi.nlm.nih.gov/pubmed/31268542
http://dx.doi.org/10.1001/jamanetworkopen.2019.6709

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6613290/
https://www.ncbi.nlm.nih.gov/pubmed/31268542
http://dx.doi.org/10.1001/jamanetworkopen.2019.6709

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