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
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