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Artificial intelligence effectively predicts the COVID-19 death rate in different UK cities.

Authors :
Yarbakhsh, Reza
Mortazavi, Seyed Ali Reza
Mortazavi, SM Javad
Parsaei, Hossein
Rad, Dana
Source :
Journal of Intelligent & Fuzzy Systems; 2022, Vol. 43 Issue 2, p1853-1857, 5p
Publication Year :
2022

Abstract

The emergence of a new variant of SARS-CoV-2 in the UK that is spreading more rapidly has raised great concerns not only in the UK but also whole Europe and other parts of the globe. The newly identified variant of SARS-CoV-2 that is reported to be more contagious has prompted many countries to ban travel to and from the UK. As of April 2, 2021, nearly 4.35 million confirmed cases of coronavirus (COVID-19) have been reported in the UK out of which more than 127,000 people have died. These numbers reveal a need for predictor models to assist with management, prevention, and treatment decisions. Here, we presented an Artificial Intelligence (AI) model to predict the death rate in various cities of the United Kingdom. Training and testing the model using the data available on the European data portal showed promising results with predicted R<superscript>2</superscript> = 0.88. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10641246
Volume :
43
Issue :
2
Database :
Complementary Index
Journal :
Journal of Intelligent & Fuzzy Systems
Publication Type :
Academic Journal
Accession number :
157790817
Full Text :
https://doi.org/10.3233/JIFS-219286