期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2014
卷号：3
期号：3
页码：10509
出版社：S&S Publications
摘要：This project aims at detection of Tumor blocks and classifying the type of tumor using Decision Tree in MRimages of the tumor affected patients with Astrocytoma type of Brain Tumor. The proposed technique consists of differentstages namely, Preprocessing, Adaptive Thresholding Segmentation, GLCM Feature Extraction and Decision TreeClassification. The Image Processing techniques such as Median filtering, Sobel gradient edge detection, AdaptiveThresholding and feature extraction have been developed for detection of Brain Tumor in the MR images of cancer affectedpatients. The developed system classifies the images into a Grade of tumor belongs to Astrocytoma type of Brain Cancer.The system is found efficient in classification of these samples and responds on any abnormality noticed and added to it,the system eliminates the need for Biopsy for classifying the tumor grades efficiently.
