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Outlier Detection for Patient Monitoring and Alerting

We develop and evaluate a data-driven approach for detecting unusual (anomalous) patient-management decisions using past patient cases stored in electronic health records (EHRs). Our hypothesis is that a patient-management decision that is unusual with respect to past patient care may be due to an e...

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Bibliografiska uppgifter
Huvudupphovsmän: Hauskrecht, Milos, Batal, Iyad, Valko, Michal, Visweswaran, Shyam, Cooper, Gregory F., Clermont, Gilles
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2012
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3567774/
https://ncbi.nlm.nih.gov/pubmed/22944172
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2012.08.004
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