A machine learning algorithm to analyse the effects of vaccination on COVID-19 mortality.

ABSTRACT: The coronavirus disease 2019 (COVID-19), with new variants, continues to be a constant pandemic threat that is generating socio-economic and health issues in manifold countries. The principal goal of this study is to develop a machine learning experiment to assess the effects of vaccination on the fatality rate of the COVID-19 pandemic. Data from 192 countries are analysed to explain the phenomena under study. This new algorithm selected two targets: the number of deaths and the fatality rate. Results suggest that, based on the respective vaccination plan, the turnout in the participation in the vaccination campaign, and the doses administered, countries under study suddenly have a reduction in the fatality rate of COVID-19 precisely at the point where the cut effect is generated in the ne

SUBMITTER: Magazzino C 

PROVIDER: S-EPMC9551183 | biostudies-literature | 2022 Sep

REPOSITORIES: biostudies-literature