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Comparison of Machine Learning Classifiers for Influenza Detection from Emergency Department Free-text Reports

Influenza is a yearly recurrent disease that has the potential to become a pandemic. An effective biosurveillance system is required for early detection of the disease. In our previous studies, we have shown that electronic Emergency Department (ED) free-text reports can be of value to improve influ...

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Detalhes bibliográficos
Publicado no:J Biomed Inform
Main Authors: Pineda, Arturo López, Ye, Ye, Visweswaran, Shyam, Cooper, Gregory F., Wagner, Michael M., Tsui, Fuchiang (Rich)
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4684714/
https://ncbi.nlm.nih.gov/pubmed/26385375
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2015.08.019
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