Study on the prediction effect of a combined model of SARIMA and LSTM based on SSA for influenza in Shanxi Province, China

Study on the prediction effect of a combined model of SARIMA and LSTM based on SSA for influenza in Shanxi Province, China

Abstract Background Influenza is an acute respiratory infectious disease that is highly infectious and seriously damages human health. Reasonable prediction is of great significance to control the epidemic of influenza. Methods Our Influenza data were extracted from Shanxi Provincial Center for Dise...

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Bibliographic Details
Main Authors: Zhiyang Zhao, Mengmeng Zhai, Guohua Li, Xuefen Gao, Wenzhu Song, Xuchun Wang, Hao Ren, Yu Cui, Yuchao Qiao, Jiahui Ren, Limin Chen, Lixia Qiu
Format: Article
Language:English
Published: BMC 2023-02-01
Series:BMC Infectious Diseases
Subjects:
Influenza
SARIMA model
LSTM model
SSA
Predicting
Online Access:https://doi.org/10.1186/s12879-023-08025-1

Internet

https://doi.org/10.1186/s12879-023-08025-1

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