Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records
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DOI: 10.3233/shti220160
Abstract: OBJECTIVE We aimed to develop a data-driven machine learning model for predicting critical deterioration events from routinely collected EHR data in hospitalized children. MATERIALS This retrospective cohort study included all pediatric inpatients hospitalized on a… read more here.
Keywords: machine; machine learning; critical deterioration; driven machine ... See more keywords