Intelligent Classifier for WBC Physiology Assignment Based on Active Contour Model

Abstract

White blood cell (WBC) plays an important role insidehuman body, because it is acting as the body defense mechanismagainst infection and cellular injury. Segmentation in biomedicalimaging often the starting point for other process. In this paper anIntelligent classifier has been used to classify the normal andabnormal WBC, this model built using MATLAB 7 package. Theoutput from active contour model (ACM) will be the input to theintelligent classifier . The accuracy of classification is about 90%according to American Heart Association (AHA) to evaluateprocedures for diagnose in biomedical applications. The approachprovide a robust and accurate results.