Brain Tumor Classification from MRI Using Image Enhancement and Convolutional Neural Network Techniques

Brain Tumor Classification from MRI Using Image Enhancement and Convolutional Neural Network Techniques

The independent detection and classification of brain malignancies using magnetic resonance imaging (MRI) can present challenges and the potential for error due to the intricate nature and time-consuming process involved. The complexity of the brain tumor identification process primarily stems from...

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Bibliographic Details
Main Authors: Zahid Rasheed, Yong-Kui Ma, Inam Ullah, Yazeed Yasin Ghadi, Muhammad Zubair Khan, Muhammad Abbas Khan, Akmalbek Abdusalomov, Fayez Alqahtani, Ahmed M. Shehata
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Brain Sciences
Subjects:
deep learning
brain tumor
magnetic resonance imaging
classification
neural network
pre-trained models
Online Access:https://www.mdpi.com/2076-3425/13/9/1320

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