• Title of article

    Cellular automaton of idealized brain tumor growth dynamics

  • Author/Authors

    Kansal، A.R. نويسنده , , Torquato، S. نويسنده , , IV، G.R. Harsh نويسنده , , Chiocca، E.A. نويسنده , , Deisboeck، T.S. نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2000
  • Pages
    -118
  • From page
    119
  • To page
    0
  • Abstract
    A novel cellular automaton model of proliferative brain tumor growth has been developed. This model is able to simulate Gompertzian tumor growth over nearly three orders of magnitude in radius using only four microscopic parameters. The predicted composition and growth rates are in agreement with a test case pooled from the available medical literature. The model incorporates several new features, improving previous models, and also allows ready extension to study other important properties of tumor growth, such as clonal competition.
  • Keywords
    Markov decision processes , Decision-theoretic planning , Regression , Bayesian networks , Decision trees , Abstraction
  • Journal title
    BioSystems
  • Serial Year
    2000
  • Journal title
    BioSystems
  • Record number

    47555