MRI Brain Scan Classification Using combination of CNN, DWT and MGLCM

Abstract

            In this paper immense development in the medical field using recent technologies such as machine learning, deep learning and IoT (Internet of Things).As there is need of overcoming the drawback of laborious work many techniques came into picture to make algorithms automatically with the help of recent technologies. Proposed work uses a combination of CNN(Convolution Neural Network) which is deep learning feature extractor,DWT(Discrete Wavelet Transform) and MGLCM(Modified Gray Level Co-Occurrence Metrics).DWT and MGLCM are handcrafted features which are selected manually by users and CNN which is deep learning algorithm, it automatically extract the features from the input data as per the training.