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An Evaluation of Clinical Order Patterns Machine-Learned from Clinician Cohorts Stratified by Patient Mortality Outcomes

OBJECTIVE: Evaluate the quality of clinical order practice patterns machine-learned from clinician cohorts stratified by patient mortality outcomes. MATERIALS AND METHODS: Inpatient electronic health records from 2010–2013 were extracted from a tertiary academic hospital. Clinicians (n=1,822) were s...

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Vydáno v:J Biomed Inform
Hlavní autoři: Wang, Jason K., Hom, Jason, Balasubramanian, Santhosh, Schuler, Alejandro, Shah, Nigam H., Goldstein, Mary K., Baiocchi, Michael T.M., Chen, Jonathan H.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6250126/
https://ncbi.nlm.nih.gov/pubmed/30195660
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2018.09.005
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