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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Muhammad Fayaz, Nurlan Torokeldiev, Samat Turdumamatov, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Jeonghwan Gwak
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2021-11-01
Schriftenreihe:	Sensors
Schlagworte:	classification convolutional neural network discrete wavelet transform MRI
Online-Zugang:	https://www.mdpi.com/1424-8220/21/22/7480
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