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Detection of Tumor in MRI Images of the Brain and Its Classification using SVM

Author(s):

Nandhini I , ANNA UNIVERSITY, GUINDY; Dr. D. Manjula, ANNA UNIVERSITY

Keywords:

Brain Tumor, MRI Image, Segmentation, SVM Classifier, MATLAB

Abstract

Brain tumor (tumor- British English, tumor-American English) is a group of cell that grows abnormally in the cell, nerves and other parts of the brain. Methods such as X-Ray, CT-Scan, MRI is available to detect the brain tumor. Many researchers have found that people die due to inaccurate detection of the affected brain tumor part. It is necessary to find the accurate part of the affected area of the brain tumor. Bio-medical image processing is the most challenging and upcoming field in the present world. By using MATLAB, the tumor present in the MRI brain image is segmented and the type of tumor is specified using SVM classifier (Support Vector Machine).

Other Details

Paper ID: IJSRDV6I40795
Published in: Volume : 6, Issue : 4
Publication Date: 01/07/2018
Page(s): 1149-1152

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