The role of the mass vaccination programme in combating the | ResearchBunny

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Abstract

This study investigates the impact of mass vaccination programs on confirmed COVID-19 cases. Using LSTM networks, the researchers predicted future COVID-19 cases in the ten countries with the highest vaccination rates. Two scenarios were used: 'All Time' (including all data) and 'Before Vaccination' (excluding post-vaccination data). The model accurately predicted case numbers and trends, with average MAPE scores of 5.977% and 10.388% for 'All Time' and 'Before Vaccination', respectively. Results suggest a positive impact of mass vaccination on decreasing COVID-19 spread.

Publisher

Heliyon

Published On

Mar 08, 2023

Authors

Seng Hansun, Vincent Charles, Tatiana Gherman

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