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Leveraging Electronic Health Records and Machine Learning to Tailor Nursing Care for Patients at High Risk for Readmissions

BACKGROUND: Electronic health record (EHR)-derived data and novel analytics, such as machine learning, offer promising approaches to identify high-risk patients and inform nursing practice. PURPOSE: The aim was to identify patients at risk for readmissions by applying a machine learning technique, C...

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Vydáno v:J Nurs Care Qual
Hlavní autoři: Brom, Heather, Carthon, J. Margo Brooks, Ikeaba, Uchechukwu, Chittams, Jesse
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6874718/
https://ncbi.nlm.nih.gov/pubmed/31136529
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/NCQ.0000000000000412
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