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Short-term real-time prediction of total number of reported COVID-19 cases and deaths in South Africa: a data driven approach.

Tarylee ReddyZiv ShkedyCharl Janse van RensburgHenry MwambiPravesh DebbaKhangelani ZumaSamuel Manda
Published in: BMC medical research methodology (2021)
By comparing both the predictions of deaths and cases to the observed data in the forecasting period, we found that this modeling approach provides reliable and accurate forecasts for a maximum period of 10 days ahead.
Keyphrases
  • south africa
  • coronavirus disease
  • electronic health record
  • high resolution
  • machine learning
  • data analysis
  • deep learning
  • human immunodeficiency virus
  • hiv infected