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Bayesian Modeling of Unknown Diseases for Biosurveillance

This paper investigates Bayesian modeling of unknown causes of events in the context of disease-outbreak detection. We introduce a Bayesian approach that models and detects both (1) known diseases (e.g., influenza and anthrax) by using informative prior probabilities and (2) unknown diseases (e.g.,...

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Detalhes bibliográficos
Main Authors: Shen, Yanna, Cooper, Gregory F.
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2815446/
https://ncbi.nlm.nih.gov/pubmed/20351923
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