Comparison of ARIMA and LSTM for prediction of hemorrhagic fever at different time scales in China.

Journal: PloS one
Published Date: Jan 1, 2022

Abstract

OBJECTIVES: This study intends to build and compare two kinds of forecasting models at different time scales for hemorrhagic fever incidence in China.

Authors

  • Rui Zhang
    Department of Cardiology, Zhongda Hospital, Medical School of Southeast University, Nanjing, China.
  • Hejia Song
    National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China.
  • Qiulan Chen
    Chinese Center for Disease Control and Prevention, Beijing, China.
  • Yu Wang
    Clinical and Technical Support, Philips Healthcare, Shanghai, China.
  • Songwang Wang
    Chinese Center for Disease Control and Prevention, Beijing, China.
  • Yonghong Li
    National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, China.

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