Distance Based Genetic Algorithm for Feature Selection in Computer Aided Diagnosis Systems

Abstract

Introduction: One of the most challenging tasks in computer-aided diagnosis (CAD) is mapping of radiological features to image descriptors. If the descriptors chosen are not appropriate to discriminate a disorder from another, the role of CAD system may not be appreciable. Keywords: Computer aided diagnosis, feature selection, genetic algorithm, k-nearest neighbor classifier, lung disorder, objective function.