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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Timothy L. Wiemken, Ana Santos Rutschman, Samson L. Niemotka, Daniel Hoft
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Centers for Disease Control and Prevention 2020-11-01
Цуврал:	Emerging Infectious Diseases
Нөхцлүүд:	data science machine learning time series infection seasonality vaccine
Онлайн хандалт:	https://wwwnc.cdc.gov/eid/article/26/11/20-0706_article
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!