A novel approach for the brain tumor detection and classification using support vector machine

Abstract

The human brain is the important organ of the human nervous system. One of the main reasons of loss of life people is brain tumor. A brain tumor takes place while extraordinary cells from inside the brain. There are main styles of tumors malignant or cancerous tumors and benign tumors. The technique entails are Preprocessing, Segmentation, Feature extraction, and Classification. The present segments the tumor the use of set of rules and detects and classifies the tumor the usage of Support Vector Machine (SVM) classifier. The main intention to helps the health practitioner to investigate the tumor malignant or benign at earlier degrees.