Analysis of brain scan images using genetic algorithms

Abstract

Genetic algorithms are used to automatically quantify the three types of brain tissue: cerebrospinal fluid (CSF), white matter, and gray matter. The quantification technique utilizes a statistical model of the noise and partial volume effect, and fits a derived probability density function to that of the data. The results are compared with those obtained by a tree annealing algorithm.