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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Bibliografski detalji

Glavni autori:	Timothy L. Wiemken, Ana Santos Rutschman, Samson L. Niemotka, Daniel Hoft
Format:	Artigo
Jezik:	Inglês
Izdano:	Centers for Disease Control and Prevention 2020-11-01
Serija:	Emerging Infectious Diseases
Teme:	data science machine learning time series infection seasonality vaccine
Online pristup:	https://wwwnc.cdc.gov/eid/article/26/11/20-0706_article
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