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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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Detalles Bibliográficos
Main Authors: Hauskrecht, Milos, Valko, Michal, Kveton, Branislav, Visweswaran, Shyam, Cooper, Gregory F.
Formato: Artigo
Idioma:Inglês
Publicado: American Medical Informatics Association 2007
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC2655918/
https://ncbi.nlm.nih.gov/pubmed/18693850
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