Login / Signup

Forecasting COVID-19 cases using time series modeling and association rule mining.

Rachasak SomyanonthanakulKritsasith WarinWatchara AmasiriKaricha MairiangChatchai MingmalairakWararit PanichkitkosolkulKrittin SilanunThanaruk TheeramunkongSurapon NitikraipotSiriwan Suebnukarn
Published in: BMC medical research methodology (2022)
This study demonstrated that the ARIMAX model has the potential to predict the number of COVID-19 cases by incorporating the most associated prognostic factors identified by ARM technique to the ARIMA model, which could be used for preparation and optimal management of hospital resources during pandemics.
Keyphrases
  • prognostic factors
  • coronavirus disease
  • sars cov
  • healthcare
  • emergency department
  • molecularly imprinted
  • mass spectrometry
  • liquid chromatography
  • drug induced
  • solid phase extraction