Thresholds versus Anomaly Detection for Surveillance of Pneumonia and Influenza Mortality

Computational surveillance of pneumonia and influenza mortality in the United States using FluView uses epidemic thresholds to identify high mortality rates but is limited by statistical issues such as seasonality and autocorrelation. We used time series anomaly detection to improve recognition of h...

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Detalles Bibliográficos
Autores principales: Wiemken, Timothy L., Rutschman, Ana Santos, Niemotka, Samson L., Hoft, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Centers for Disease Control and Prevention 2020
Materias:
Dispatch
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588519/
https://www.ncbi.nlm.nih.gov/pubmed/33079038
http://dx.doi.org/10.3201/eid2611.200706

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588519/
https://www.ncbi.nlm.nih.gov/pubmed/33079038
http://dx.doi.org/10.3201/eid2611.200706

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