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Evidence-based Anomaly Detection in Clinical Domains

Anomaly detection methods can be very useful in identifying interesting or concerning events. In this work, we develop and examine new probabilistic anomaly detection methods that let us evaluate management decisions for a specific patient and identify those decisions that are highly unusual with re...

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Detalhes bibliográficos
Main Authors: Hauskrecht, Milos, Valko, Michal, Kveton, Branislav, Visweswaran, Shyam, Cooper, Gregory F.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2655918/
https://ncbi.nlm.nih.gov/pubmed/18693850
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