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An agent-based computational model of the spread of tuberculosis

Authors :
Chris T. Bauch
Alexandre Souto Martinez
Brenno Caetano Troca Cabella
Aquino L. EspĂ­ndola
Source :
Journal of Statistical Mechanics: Theory and Experiment. 2011:P05003
Publication Year :
2011
Publisher :
IOP Publishing, 2011.

Abstract

In this work we propose an alternative model of the spread of tuberculosis (TB) and the emergence of drug resistance due to the treatment with antibiotics. We implement the simulations by an agent-based model computational approach where the spatial structure is taken into account. The spread of tuberculosis occurs according to probabilities defined by the interactions among individuals. The model was validated by reproducing results already known from the literature in which different treatment regimes yield the emergence of drug resistance. The different patterns of TB spread can be visualized at any time of the system evolution. The implementation details as well as some results of this alternative approach are discussed.

Details

ISSN :
17425468
Volume :
2011
Database :
OpenAIRE
Journal :
Journal of Statistical Mechanics: Theory and Experiment
Accession number :
edsair.doi...........6bf20f3a6465edb4c52ac23823862825
Full Text :
https://doi.org/10.1088/1742-5468/2011/05/p05003