A novel fuzzy c-means combined fuzzy-knn methodology for detecting and classifying mri brain tumor

This paper discussed about MRI brain tumor, tumor detection and segmentation. A new step wise procedure is proposed to detect and classify the brain tumor in MRI images. The main motto is to introduce a best approach to bring up the efficiency of a new system to be developed. Further improvements can be obtained by applying optimization approaches. The Fuzzy-KNN classifier classifies the images as normal or abnormal and presents the location of the tumor using FCM clustering. The proposed method is experimented using MATLAB software and the results are verified and performance is evaluated by comparing the results with the existing approach results.