Article

The Effectiveness of Vaccination Campaigns on COVID-19 Fatality: A Neural Network Experiment to Guide Policy Responses for Next Pandemic Crises

2022-07-26

Abstract excerpt

The Coronavirus Disease 2019 (COVID-19) continues to be a constant threat in 2022 and is important to design appropriate vaccination campaigns to face next pandemic impacts driven by new variants. This study develops a Machine Learning experiment that shows, between countries, a rapid reduction in the fatality rate of COVID-19 with vaccinations at the point where the cut effect is generated in the Neural Net-work....

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 0a3fb193-de86-5196-bbf0-ee0179c6c8a5
DOI: 10.2139/ssrn.4159474

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

The Effectiveness of Vaccination Campaigns on COVID-19 Fatality: A Neural Network Experiment to Guide Policy Responses for Next Pandemic CrisesDOI 10.2139/ssrn.4159474Read

Impact and Effectiveness of COVID-19 Vaccines Using Machine Learning to Analyze a Time Series: A Population-Based StudySemantic proximity Read

Influence of COVID-19 Vaccination Coverage on Case Fatality RiskSemantic proximity Read

A Global Network Analysis of COVID-19 Vaccine Distribution to Predict Breakthrough Cases Among the Vaccinated PopulationSemantic proximity Read

Untangling the changing impact of non-pharmaceutical interventions and vaccination on European Covid-19 trajectoriesSemantic proximity Read

The Global case-fatality rate of COVID-19 has been declining disproportionately between top vaccinated countries and the rest of the worldSemantic proximity Read

Only vaccinations cannot reduce mortality and stop the COVID-19 pandemic because of manifold environmental and socioeconomic factors driving diffusionSemantic proximity Read

A New Vaccination Assessment Method and Strategy for COVID-19Semantic proximity Read

Randomized COVID-19 Vaccination RolloutSemantic proximity Read

Model analysis of vaccination effectiveness by state in the United StatesSemantic proximity Read

Interpreting estimates of coronavirus disease 2019 (COVID-19) vaccine efficacy and effectiveness to inform simulation studies of vaccine impact: a systematic reviewSemantic proximity Read

COVID-19 Vaccination and Decreased Death Rates: A County-Level Study in PennsylvaniaSemantic proximity Read

Impact of Vaccination and Non-Pharmaceutical Interventions with Possible COVID-19 Viral Evolutions Using an Agent-Based SimulationSemantic proximity Read