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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Detalhes bibliográficos
Publicado no:J Biomed Inform
Main Authors: Wang, Jason K., Hom, Jason, Balasubramanian, Santhosh, Schuler, Alejandro, Shah, Nigam H., Goldstein, Mary K., Baiocchi, Michael T.M., Chen, Jonathan H.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
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Article
Acesso em linha: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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