Predicting the epidemic curve of the coronavirus (SARS-CoV-2) disease (COVID-19) using artificial intelligence: An application on the first and second waves

László Róbert Kolozsvári,Tamás Bérczes, András Hajdu,Rudolf Gesztelyi,Attila Tiba,Imre Varga,Ala'a B. Al-Tammemi,Gergő József Szőllősi,Szilvia Harsányi,Szabolcs Garbóczy,Judit Zsuga

Informatics in Medicine Unlocked（2021）

Cited 32|Views26

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Abstract

•The COVID-19 pandemic has already impacted most life domains.•Using artificial intelligence in COVID-19 modeling was a remark of the pandemic.•Forecasting the pandemic will help the authorities in planning and preparedness.•Our proposed prediction model has an optimistic accuracy in certain contexts.

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Key words

COVID-19,Artificial intelligence,Epidemic curve,Recurrent neural networks,Long short-term memory

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