A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19

Y Mohamadou, A Halidou, PT Kapen - Applied Intelligence, 2020 - Springer
In the past few months, several works were published in regards to the dynamics and early
detection of COVID-19 via mathematical modeling and Artificial intelligence (AI). The aim of …

[HTML][HTML] Reproduction numbers of infectious disease models

P Van den Driessche - Infectious disease modelling, 2017 - Elsevier
This primer article focuses on the basic reproduction number, ℛ 0, for infectious diseases,
and other reproduction numbers related to ℛ 0 that are useful in guiding control strategies …

A mathematical model reveals the influence of population heterogeneity on herd immunity to SARS-CoV-2

T Britton, F Ball, P Trapman - science, 2020 - science.org
Despite various levels of preventive measures, in 2020, many countries have suffered
severely from the coronavirus disease 2019 (COVID-19) pandemic caused by the severe …

Mathematical modeling of the spread of the coronavirus disease 2019 (COVID-19) taking into account the undetected infections. The case of China

B Ivorra, MR Ferrández, M Vela-Pérez… - … in nonlinear science and …, 2020 - Elsevier
In this paper we develop a mathematical model for the spread of the coronavirus disease
2019 (COVID-19). It is a new θ-SEIHRD model (not a SIR, SEIR or other general purpose …

A simulation of a COVID-19 epidemic based on a deterministic SEIR model

JM Carcione, JE Santos, C Bagaini, J Ba - Frontiers in public health, 2020 - frontiersin.org
An epidemic disease caused by a new coronavirus has spread in Northern Italy with a
strong contagion rate. We implement an SEIR model to compute the infected population and …

[HTML][HTML] Individual variation in susceptibility or exposure to SARS-CoV-2 lowers the herd immunity threshold

MGM Gomes, MU Ferreira, RM Corder, JG King… - Journal of theoretical …, 2022 - Elsevier
Individual variation in susceptibility and exposure is subject to selection by natural infection,
accelerating the acquisition of immunity, and reducing herd immunity thresholds and …

Non-compulsory measures sufficiently reduced human mobility in Tokyo during the COVID-19 epidemic

T Yabe, K Tsubouchi, N Fujiwara, T Wada… - Scientific reports, 2020 - nature.com
While large scale mobility data has become a popular tool to monitor the mobility patterns
during the COVID-19 pandemic, the impacts of non-compulsory measures in Tokyo, Japan …

Mathematics of epidemics on networks

IZ Kiss, JC Miller, PL Simon - Cham: Springer, 2017 - Springer
Over the past decade, the use of networks has led to a new modelling paradigm combining
several branches of science, including physics, mathematics, biology and social sciences …

Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

Revisiting the rules of life for viruses of microorganisms

AMS Correa, C Howard-Varona, SR Coy… - Nature Reviews …, 2021 - nature.com
Viruses that infect microbial hosts have traditionally been studied in laboratory settings with
a focus on either obligate lysis or persistent lysogeny. In the environment, these infection …