1. An agent-based computational model of the spread of tuberculosis
- Author
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Chris T. Bauch, Alexandre Souto Martinez, Brenno Caetano Troca Cabella, and Aquino L. Espíndola
- Subjects
Statistics and Probability ,Mathematical optimization ,Tuberculosis ,Spatial structure ,Computer science ,Yield (finance) ,medicine ,Statistical and Nonlinear Physics ,Nanotechnology ,Drug resistance ,Statistics, Probability and Uncertainty ,medicine.disease - 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.
- Published
- 2011
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