Investigation of statistical machine learning models for COVID-19 epidemic process simulation: Random forest, K-nearest neighbors, gradient boosting

D Chumachenko, I Meniailov, K Bazilevych… - Computation, 2022 - mdpi.com
COVID-19 has become the largest pandemic in recent history to sweep the world. This study
is devoted to developing and investigating three models of the COVID-19 epidemic process …

A mathematical model of tuberculosis and COVID-19 coinfection with the effect of isolation and treatment

F Inayaturohmat, N Anggriani… - Frontiers in Applied …, 2022 - frontiersin.org
In this research, we developed a coinfection model of tuberculosis and COVID-19 with the
effect of isolation and treatment. We obtained two equilibria, namely, disease-free …

A stochastic mathematical model for understanding the COVID-19 infection using real data

FS Alshammari, FT Akyildiz, MA Khan, A Din… - Symmetry, 2022 - mdpi.com
Natural symmetry exists in several phenomena in physics, chemistry, and biology.
Incorporating these symmetries in the differential equations used to characterize these …

[HTML][HTML] An investigation on the monkeypox virus dynamics in human and rodent populations for a deterministic mathematical model

L Leandry, EW Mureithi - Informatics in Medicine Unlocked, 2023 - Elsevier
A mathematical deterministic model for the dynamics of Monkeypox disease is developed.
Monkeypox is a viral zoonotic disease that can be transmitted to humans, through contact …

Modeling the within-host dynamics of SARS-CoV-2 infection based on antiviral treatment

T Song, Y Wang, X Gu, S Qiao - Mathematics, 2023 - mdpi.com
The COVID-19 pandemic has highlighted the profound impact of the SARS-CoV-2 virus as a
significant threat to human health. There is an urgent need to develop a comprehensive …

Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID‐19

JN Paul, SS Mirau, IS Mbalawata - … and mathematical methods …, 2022 - Wiley Online Library
COVID‐19 is a world pandemic that has affected and continues to affect the social lives of
people. Due to its social and economic impact, different countries imposed preventive …

Mathematical Model and Analysis on the Impact of Awareness Campaign and Asymptomatic Human Immigrants in the Transmission of COVID‐19

AA Anteneh, YM Bazezew… - BioMed Research …, 2022 - Wiley Online Library
In this study, an autonomous type deterministic nonlinear mathematical model that explains
the transmission dynamics of COVID‐19 is proposed and analyzed by considering …

Validation framework for epidemiological models with application to COVID-19 models

KA Dautel, E Agyingi… - PLOS Computational …, 2023 - journals.plos.org
Mathematical models have been an important tool during the COVID-19 pandemic, for
example to predict demand of critical resources such as medical devices, personal …

[HTML][HTML] Mathematical modelling of COVID-19 transmission with optimal control and cost-effectiveness analysis

JZ Ndendya, G Mlay, H Rwezaura - Computer Methods and Programs in …, 2024 - Elsevier
The present global health threat is the novel coronavirus disease (COVID-19), caused by a
new strain of the SARS-CoV-2 coronavirus. In this study, have employed optimal control …

An analysis of contact tracing protocol in an over-dispersed SEIQR Covid-like disease

LL Elías, SL Elías, AM Del Rey - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
The aim of this work is to study an over-dispersed SEIQR infectious disease and obtain
optimal methods of contact tracing. A prototypical example of such a disease is that of the …