A Novel Data Augmentation-Based Brain Tumor Detection Using Convolutional Neural Network

A Novel Data Augmentation-Based Brain Tumor Detection Using Convolutional Neural Network

Brain tumor is a severe cancer and a life-threatening disease. Thus, early detection is crucial in the process of treatment. Recent progress in the field of deep learning has contributed enormously to the health industry medical diagnosis. Convolutional neural networks (CNNs) have been intensively u...

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Bibliographic Details
Main Authors: Haitham Alsaif, Ramzi Guesmi, Badr M. Alshammari, Tarek Hamrouni, Tawfik Guesmi, Ahmed Alzamil, Lamia Belguesmi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
data augmentation
brain tumor
deep learning
convolutional neural network
MRI
Online Access:https://www.mdpi.com/2076-3417/12/8/3773

Internet

https://www.mdpi.com/2076-3417/12/8/3773

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