Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation

Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation

The wide prevalence of brain tumors in all age groups necessitates having the ability to make an early and accurate identification of the tumor type and thus select the most appropriate treatment plans. The application of convolutional neural networks (CNNs) has helped radiologists to more accuratel...

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Bibliographic Details
Main Authors:	Ahmed M. Gab Allah, Amany M. Sarhan, Nada M. Elshennawy
Format:	Article
Language:	English
Published:	MDPI AG 2021-12-01
Series:	Diagnostics
Subjects:	brain tumor magnetic resonance imaging deep learning generative adversarial network convolutional neural network
Online Access:	https://www.mdpi.com/2075-4418/11/12/2343

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