[HTML][HTML] On the reliability of predictions on Covid-19 dynamics: A systematic and critical review of modelling techniques

JE Gnanvi, KV Salako, GB Kotanmi… - Infectious Disease …, 2021 - Elsevier
Since the emergence of the novel 2019 coronavirus pandemic in December 2019 (COVID-
19), numerous modellers have used diverse techniques to assess the dynamics of …

A review of multi‐compartment infectious disease models

L Tang, Y Zhou, L Wang, S Purkayastha… - International …, 2020 - Wiley Online Library
Multi‐compartment models have been playing a central role in modelling infectious disease
dynamics since the early 20th century. They are a class of mathematical models widely used …

Statistical physics of vaccination

Z Wang, CT Bauch, S Bhattacharyya, A d'Onofrio… - Physics Reports, 2016 - Elsevier
Historically, infectious diseases caused considerable damage to human societies, and they
continue to do so today. To help reduce their impact, mathematical models of disease …

STAN: spatio-temporal attention network for pandemic prediction using real-world evidence

J Gao, R Sharma, C Qian, LM Glass… - Journal of the …, 2021 - academic.oup.com
Objective We aim to develop a hybrid model for earlier and more accurate predictions for the
number of infected cases in pandemics by (1) using patients' claims data from different …

[HTML][HTML] Mathematical modelling to assess the impact of lockdown on COVID-19 transmission in India: model development and validation

B Ambikapathy, K Krishnamurthy - JMIR public health and …, 2020 - publichealth.jmir.org
Background: The World Health Organization has declared the novel coronavirus disease
(COVID-19) to be a public health emergency; at present, India is facing a major threat of …

Impact of a new SARS-CoV-2 variant on the population: A mathematical modeling approach

G Gonzalez-Parra, D Martínez-Rodríguez… - Mathematical and …, 2021 - mdpi.com
Several SARS-CoV-2 variants have emerged around the world, and the appearance of other
variants depends on many factors. These new variants might have different characteristics …

Epidemic thresholds and human mobility

M Pardo-Araujo, D García-García, D Alonso… - Scientific reports, 2023 - nature.com
A comprehensive view of disease epidemics demands a deep understanding of the complex
interplay between human behaviour and infectious diseases. Here, we propose a flexible …

Extending susceptible-infectious-recovered-susceptible epidemics to allow for gradual waning of immunity

M El Khalifi, T Britton - Journal of the Royal Society …, 2023 - royalsocietypublishing.org
Susceptible-infectious-recovered-susceptible (SIRS) epidemic models assume that
individual immunity wanes in one leap, from complete immunity to complete susceptibility …

[HTML][HTML] COVID-19 vaccine allocation: Modeling health outcomes and equity implications of alternative strategies

M Ferranna, D Cadarette, DE Bloom - Engineering, 2021 - Elsevier
Given the scarcity of safe and effective COVID-19 vaccines, a chief policy question is how to
allocate them among different sociodemographic groups. This paper evaluates COVID-19 …

[HTML][HTML] Introduction to particle Markov-chain Monte Carlo for disease dynamics modellers

A Endo, E Van Leeuwen, M Baguelin - Epidemics, 2019 - Elsevier
Abstract The particle Markov-chain Monte Carlo (PMCMC) method is a powerful tool to
efficiently explore high-dimensional parameter space using time-series data. We illustrate …