Infectious Disease Modeling

J Huang, JS Morris - Annual Review of Statistics and Its …, 2024 - annualreviews.org
Infectious diseases pose a persistent challenge to public health worldwide. Recent global
health crises, such as the COVID-19 pandemic and Ebola outbreaks, have underscored the …

Canada's provincial COVID-19 pandemic modelling efforts: A review of mathematical models and their impacts on the responses

Y Xia, JL Flores Anato, C Colijn, N Janjua… - Canadian Journal of …, 2024 - Springer
Abstract Setting Mathematical modelling played an important role in the public health
response to COVID-19 in Canada. Variability in epidemic trajectories, modelling …

[HTML][HTML] Mathematical modeling of vaccination as a control measure of stress to fight COVID-19 infections

JN Paul, IS Mbalawata, SS Mirau… - Chaos, Solitons & Fractals, 2023 - Elsevier
The world experienced the life-threatening COVID-19 disease worldwide since its inversion.
The whole world experienced difficult moments during the COVID-19 period, whereby most …

The heterogeneous mixing model of COVID-19 with interventions

M Duan, Z Jin - Journal of theoretical biology, 2022 - Elsevier
The emergence of mutant strains of COVID-19 reduces the effectiveness of vaccines in
preventing infection, but remains effective in preventing severe illness and death. This paper …

Understanding the impact of mobility on COVID-19 spread: A hybrid gravity-metapopulation model of COVID-19

SA Iyaniwura, N Ringa, PA Adu, S Mak… - PLOS Computational …, 2023 - journals.plos.org
The outbreak of the severe acute respiratory syndrome coronavirus 2 started in Wuhan,
China, towards the end of 2019 and spread worldwide. The rapid spread of the disease can …

Cohort profile: the british columbia COVID-19 population mixing patterns survey (BC-Mix)

PA Adu, M Binka, B Mahmood, D Jeong… - BMJ open, 2022 - bmjopen.bmj.com
Purpose Several non-pharmaceutical interventions, such as physical distancing,
handwashing, self-isolation, and school and business closures, were implemented in British …

Evolution of transmission risk in public health emergencies: an MCMC-based approach in the Chinese context

C Zheng, Z Zhong, B Wu, X Zhao, M Yue, B Peng - Kybernetes, 2024 - emerald.com
Purpose Owing to the limitations of traditional infectious disease dynamic systems in
accurately encapsulating the nuances of China's dynamic epidemic prevention policies and …

Dynamics of infectious disease mathematical model through unsupervised stochastic neural network paradigm

S Ali, A Ali, A Thaljaoui, MZ Meetei - Computational Biology and …, 2024 - Elsevier
The viruses has spread globally and have been impacted lives of people socially and
economically, which causes immense suffering throughout the world. Thousands of people …

A strategy formulation framework for efficient screening during the early stage of a pandemic

S Wang, Y Zhang, Q Zhang, Q Lu, C Liu… - Tropical Medicine and …, 2023 - mdpi.com
For viruses that can be transmitted by contacts of people, efficiently screening infected
individuals is beneficial for controlling outbreaks rapidly and avoiding widespread diffusion …

A vaccination-based COVID-19 model: Analysis and prediction using Hamiltonian Monte Carlo

T Jdid, M Benbrahim, MN Kabbaj, M Naji - Heliyon, 2024 - cell.com
Compartmental models have emerged as robust computational frameworks and have
yielded remarkable success in the fight against COVID-19. This study proposes a …