A methodology for performing global uncertainty and sensitivity analysis in systems biology
Accuracy of results from mathematical and computer models of biological systems is often
complicated by the presence of uncertainties in experimental data that are used to estimate …
complicated by the presence of uncertainties in experimental data that are used to estimate …
Sensitivity analysis methods in the biomedical sciences
Sensitivity analysis is an important part of a mathematical modeller's toolbox for model
analysis. In this review paper, we describe the most frequently used sensitivity techniques …
analysis. In this review paper, we describe the most frequently used sensitivity techniques …
Analysis of the mitigation strategies for COVID-19: From mathematical modelling perspective
In this article, a mathematical model for the transmission of COVID-19 disease is formulated
and analysed. It is shown that the model exhibits a backward bifurcation at R 0= 1 when …
and analysed. It is shown that the model exhibits a backward bifurcation at R 0= 1 when …
Modeling the dynamics of COVID-19 with real data from Thailand
A Ibrahim, UW Humphries, PS Ngiamsunthorn… - Scientific Reports, 2023 - nature.com
In recent years, COVID-19 has evolved into many variants, posing new challenges for
disease control and prevention. The Omicron variant, in particular, has been found to be …
disease control and prevention. The Omicron variant, in particular, has been found to be …
[HTML][HTML] Uncertainty and sensitivity analysis of the basic reproduction number of a vaccinated epidemic model of influenza
MD Samsuzzoha, M Singh, D Lucy - Applied Mathematical Modelling, 2013 - Elsevier
The basic reproduction number and the point of endemic equilibrium are two very important
factors in any deterministic compartmental epidemic model as the basic reproduction …
factors in any deterministic compartmental epidemic model as the basic reproduction …
Importance of promoting HIV testing for preventing secondary transmissions: modelling the Australian HIV epidemic among men who have sex with men
Background: We address the research questions:(i) what proportion of new HIV infections is
transmitted from people who are (a) undiagnosed,(b) in primary HIV infection (PHI),(c) on …
transmitted from people who are (a) undiagnosed,(b) in primary HIV infection (PHI),(c) on …
[HTML][HTML] Mathematical modelling of mosquito dispersal in a heterogeneous environment
Mosquito dispersal is a key behavioural factor that affects the persistence and resurgence of
several vector-borne diseases. Spatial heterogeneity of mosquito resources, such as hosts …
several vector-borne diseases. Spatial heterogeneity of mosquito resources, such as hosts …
Threshold dynamics of an HIV-1 virus model with both virus-to-cell and cell-to-cell transmissions, intracellular delay, and humoral immunity
J Lin, R Xu, X Tian - Applied mathematics and computation, 2017 - Elsevier
Direct cell-to-cell transmission of HIV-1 is proved to be a more efficient means of virus
infection than virus-to-cell transmission. In this paper, we incorporate both virus-to-cell and …
infection than virus-to-cell transmission. In this paper, we incorporate both virus-to-cell and …
Simulation modelling for immunologists
The immune system is inordinately complex with many interacting components determining
overall outcomes. Mathematical and computational modelling provides a useful way in …
overall outcomes. Mathematical and computational modelling provides a useful way in …