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Outlier-based detection of unusual patient-management actions: an ICU study

Medical errors remain a significant problem in healthcare. This paper investigates a data-driven outlier-based monitoring and alerting framework that uses data in the Electronic Medical Records (EMRs) repositories of past patient cases to identify any unusual clinical actions in the EMR of a current...

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Detalhes bibliográficos
Publicado no:J Biomed Inform
Main Authors: Hauskrecht, Milos, Batal, Iyad, Hong, Charmgil, Nguyen, Quang, Cooper, Gregory F., Visweswaran, Shyam, Clermont, Gilles
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5207478/
https://ncbi.nlm.nih.gov/pubmed/27720983
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2016.10.002
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