An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network

An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network

In this paper, a model based on discrete wavelet transform and convolutional neural network for brain MR image classification has been proposed. The proposed model is comprised of three main stages, namely preprocessing, feature extraction, and classification. In the preprocessing, the median filter...

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Bibliographic Details
Main Authors: Muhammad Fayaz, Nurlan Torokeldiev, Samat Turdumamatov, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Jeonghwan Gwak
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Sensors
Subjects:
classification
convolutional neural network
discrete wavelet transform
MRI
Online Access:https://www.mdpi.com/1424-8220/21/22/7480

Internet

https://www.mdpi.com/1424-8220/21/22/7480

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