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Detection of Patients with Influenza Syndrome Using Machine-Learning Models Learned from Emergency Department Reports

OBJECTIVE: Compare 7 machine learning algorithms with an expert constructed Bayesian network on detection of patients with influenza syndrome. INTRODUCTION: Early detection of influenza outbreaks is critical to public health officials. Case detection is the foundation for outbreak detection. Previou...

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Main Authors: Pineda, Arturo López, Tsui, Fu-Chiang, Visweswaran, Shyam, Cooper, Gregory F.
Formato: Artigo
Idioma:Inglês
Publicado: University of Illinois at Chicago Library 2013
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3692886/
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