• Title of article

    Agent-based modeling of host–pathogen systems: The successes and challenges

  • Author/Authors

    Amy L. Bauer، نويسنده , , Catherine A.A. Beauchemin، نويسنده , , Alan S. Perelson and Gérard Weisbuch، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2009
  • Pages
    11
  • From page
    1379
  • To page
    1389
  • Abstract
    Agent-based models have been employed to describe numerous processes in immunology. Simulations based on these types of models have been used to enhance our understanding of immunology and disease pathology. We review various agent-based models relevant to host–pathogen systems and discuss their contributions to our understanding of biological processes. We then point out some limitations and challenges of agent-based models and encourage efforts towards reproducibility and model validation.
  • Keywords
    Host–pathogen dynamics , artificial immune system , Multiscale , Acute inflammation , Sensitivity analysis , Tuberculosis , Agent-based model , Tumor growth
  • Journal title
    Information Sciences
  • Serial Year
    2009
  • Journal title
    Information Sciences
  • Record number

    1213583