An agent-based computational model of the spread of tuberculosis

作者:de Espindola Aquino L*; Bauch Chris T; Troca Cabella Brenno C; Martinez Alexandre Souto
来源:Journal of Statistical Mechanics: Theory and Experiment , 2011, P05003.
DOI:10.1088/1742-5468/2011/05/P05003

摘要

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.

  • 出版日期2011-5