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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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Detaylı Bibliyografya
Yayımlandı:JAMA Netw Open
Asıl Yazarlar: Menger, Vincent, Spruit, Marco, van Est, Roel, Nap, Eline, Scheepers, Floor
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: American Medical Association 2019
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6613290/
https://ncbi.nlm.nih.gov/pubmed/31268542
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamanetworkopen.2019.6709
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