[HTML][HTML] Role of machine learning techniques to tackle the COVID-19 crisis: systematic review

HB Syeda, M Syed, KW Sexton, S Syed… - JMIR medical …, 2021 - medinform.jmir.org
Background: SARS-CoV-2, the novel coronavirus responsible for COVID-19, has caused
havoc worldwide, with patients presenting a spectrum of complications that have pushed …

[HTML][HTML] A review of mathematical model-based scenario analysis and interventions for COVID-19

R Padmanabhan, HS Abed, N Meskin, T Khattab… - Computer Methods and …, 2021 - Elsevier
Mathematical model-based analysis has proven its potential as a critical tool in the battle
against COVID-19 by enabling better understanding of the disease transmission dynamics …

[HTML][HTML] Comprehensive survey of using machine learning in the COVID-19 pandemic

N El-Rashidy, S Abdelrazik, T Abuhmed, E Amer, F Ali… - Diagnostics, 2021 - mdpi.com
Since December 2019, the global health population has faced the rapid spreading of
coronavirus disease (COVID-19). With the incremental acceleration of the number of …

[HTML][HTML] Optimal lockdown policy for vaccination during COVID-19 pandemic

Y Fu, H **, H **ang, N Wang - Finance research letters, 2022 - Elsevier
As the COVID-19 spreads across the world, many nations impose lockdown measures at the
early stage of the pandemic to prevent the spread of the disease. Controversy surrounds the …

[HTML][HTML] The propagation effect of commuting to work in the spatial transmission of COVID-19

T Mitze, R Kosfeld - Journal of geographical systems, 2022 - Springer
This work is concerned with the spatiotemporal dynamics of the coronavirus disease 2019
(COVID-19) in Germany. Our goal is twofold: first, we propose a novel spatial econometric …

[HTML][HTML] Towards providing effective data-driven responses to predict the Covid-19 in São Paulo and Brazil

F Amaral, W Casaca, CM Oishi, JA Cuminato - Sensors, 2021 - mdpi.com
São Paulo is the most populous state in Brazil, home to around 22% of the country's
population. The total number of Covid-19-infected people in São Paulo has reached more …

Analysis of age wise fractional order problems for the Covid-19 under non-singular kernel of Mittag-Leffler law

B Fatima, M Rahman, S Althobaiti… - Computer Methods in …, 2024 - Taylor & Francis
The developed article considers SIR problems for the recent COVID-19 pandemic, in which
each component is divided into two subgroups: young and adults. These subgroups are …

Mathematical analysis of the dynamics of COVID‐19 in Africa under the influence of asymptomatic cases and re‐infection

AS Oke, OI Bada, G Rasaq… - Mathematical Methods in …, 2022 - Wiley Online Library
Coronavirus pandemic (COVID‐19) hit the world in December 2019, and only less than 5%
of the 15 million cases were recorded in Africa. A major call for concern was the significant …

[HTML][HTML] Effects of the quarantine on the individuals' risk of Covid-19 infection: Game theoretical approach

M Özkaya, B Izgi - Alexandria Engineering Journal, 2021 - Elsevier
In this study, we analyze the general or self-quarantine effects to the spread of the first wave
of Covid-19 pandemic in the view of the game-theoretical approach. As in some other …

Forecasting elections using compartmental models of infection

A Volkening, DF Linder, MA Porter, GA Rempala - SIAM Review, 2020 - SIAM
Forecasting elections---a challenging, high-stakes problem---is the subject of much
uncertainty, subjectivity, and media scrutiny. To shed light on this process, we develop a …