Noor Kadhum  Ayoob, Asraa Abdullah  Hussein, Zainab Falah  Hasan, 
    Classificstion of Brain MRI Images Using Classifier Techniques
Supported by Genetic and Fuzzy C-Means,
    Research Journal of Applied Sciences,
    Volume 11,Issue 10,
    2016,
    Pages 1137-1142,
    ISSN 1815-932x,
    rjasci.2016.1137.1142,
    (https://makhillpublications.co/view-article.php?doi=rjasci.2016.1137.1142)
    Abstract: Computer techniques play important role in medical fields, especially in the classification and disease diagnoses. In this study, Brain MRI is classified using many techniques. Back propagation neural network, K-nearest and K-means used for classifying these images into normal and abnormal after clustering images using fuzzy C-means and minimizing the extracted features by GLCM using genetic algorithm. The system shows high efficiency through practical experiments that proves that the accuracy of system is reached to 100% through back propagation neural network.
    Keywords: Classification;GLCM;K-nearest;fuzzy C-means;genetic algorithm;K-means;neural network