DocumentCode :
3028669
Title :
Stochastic dynamics of a Hepatitis B virus transmission model
Author :
Tian, Tianhai
Author_Institution :
Sch. of Math. Sci., Monash Univ., Melbourne, VIC, Australia
Volume :
1
fYear :
2011
fDate :
9-11 Dec. 2011
Firstpage :
496
Lastpage :
500
Abstract :
Hepatitis B is an infectious disease caused by the Hepatitis B virus (HBV) and has caused epidemics in parts of Asia and Africa. During the last two decades, mathematical models have been designed to evaluate the effect of public health programs and provided long-term predictions regarding the disease prevalence and control. These mathematical models are dominantly deterministic because of the large population size. However, when considering elimination and eradication of the HBV, the demographic noise due to the inherent discreteness of individuals may play an important role in determining the dynamics of HBV infection. This work develops a stochastic model to study the influence of small number of infected individuals on the extinction of the disease. Simulation results suggested that, when the infected population size is small, there is disparity between the deterministic model using ordinary differential equations and the corresponding stochastic model. This research work suggested that stochastic modeling could provide a powerful tool to study the eradication of epidemic diseases.
Keywords :
bioinformatics; demography; diseases; health care; microorganisms; stochastic processes; HBV infection; demographic noise; deterministic model; hepatitis B virus transmission model; infected population; infectious disease; mathematical model; ordinary differential equation; public health program; stochastic dynamics; Biological system modeling; Computational modeling; Diseases; Mathematical model; Noise; Steady-state; Stochastic processes; Hepatitis B virus; disease-free; infection; mathematical model; noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IT in Medicine and Education (ITME), 2011 International Symposium on
Conference_Location :
Cuangzhou
Print_ISBN :
978-1-61284-701-6
Type :
conf
DOI :
10.1109/ITiME.2011.6130884
Filename :
6130884
Link To Document :
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