We propose a new way to model HIV infection spreading through the use of dynamic complex networks. The heterogeneous population of HIV exposure groups is described through a unique network degree probability distribution. The time evolution of the network nodes is modelled by a Markov process and gives insight in HIV disease progression. The results are validated against historical data of AIDS cases in the USA as recorded by the Center of Disease Control. We find a remarkably good correspondence between the number of simulated and registered HIV cases, indicating that our approach to modelling the dynamics of HIV spreading through a sexual network is a valid approach that opens up completely new ways of reasoning about various medication s...
We describe a general framework for modeling and stochastic simulation of epidemics in realistic dyn...
We introduce stochasticity into the deterministic differential equation model for the spread of HIV ...
Simulating the spreading of the human immunodeficiency virus (HIV) epidemic requires a detailed desc...
We propose a new way to model HIV infection spreading through the use of dynamic complex networks. T...
The Mathematical Modeling of the spread of HIV and AIDS has a well-established literature base, howe...
In the absence of an effective vaccine against HIV-1, the scientific community is presented with the...
BackgroundIn the absence of an effective vaccine against HIV-1, the scientific community is presente...
It has long been recognised that the structure of social networks plays an important role in the dyn...
HIV is a sexually transmitted infection (STI) whose transmission process is highly dependent on the ...
It has long been recognised that the structure of social networks plays an important role in the dyn...
Statical modeling of HIV infection is useful to understand HIV spread mechanism, for predicting HIV ...
In this paper we examine the spread of HIV when this disease is transmitted through the random shari...
Using a "risk network" to describe the contact patterns(including needle sharing and sex behavior) o...
We review some known dynamical models of epidemics, given by cou-pled systems of di¤erential equatio...
In this paper, we introduce stochasticity into the deterministic differential equation model for the...
We describe a general framework for modeling and stochastic simulation of epidemics in realistic dyn...
We introduce stochasticity into the deterministic differential equation model for the spread of HIV ...
Simulating the spreading of the human immunodeficiency virus (HIV) epidemic requires a detailed desc...
We propose a new way to model HIV infection spreading through the use of dynamic complex networks. T...
The Mathematical Modeling of the spread of HIV and AIDS has a well-established literature base, howe...
In the absence of an effective vaccine against HIV-1, the scientific community is presented with the...
BackgroundIn the absence of an effective vaccine against HIV-1, the scientific community is presente...
It has long been recognised that the structure of social networks plays an important role in the dyn...
HIV is a sexually transmitted infection (STI) whose transmission process is highly dependent on the ...
It has long been recognised that the structure of social networks plays an important role in the dyn...
Statical modeling of HIV infection is useful to understand HIV spread mechanism, for predicting HIV ...
In this paper we examine the spread of HIV when this disease is transmitted through the random shari...
Using a "risk network" to describe the contact patterns(including needle sharing and sex behavior) o...
We review some known dynamical models of epidemics, given by cou-pled systems of di¤erential equatio...
In this paper, we introduce stochasticity into the deterministic differential equation model for the...
We describe a general framework for modeling and stochastic simulation of epidemics in realistic dyn...
We introduce stochasticity into the deterministic differential equation model for the spread of HIV ...
Simulating the spreading of the human immunodeficiency virus (HIV) epidemic requires a detailed desc...