Multimodal hybrid convolutional neural network based brain tumor grade classification

Multimodal hybrid convolutional neural network based brain tumor grade classification

Abstract An abnormal growth or fatty mass of cells in the brain is called a tumor. They can be either healthy (normal) or become cancerous, depending on the structure of their cells. This can result in increased pressure within the cranium, potentially causing damage to the brain or even death. As a...

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Bibliographic Details
Main Authors: A. Rohini, Carol Praveen, Sandeep Kumar Mathivanan, V. Muthukumaran, Saurav Mallik, Mohammed S. Alqahtani, Amal Al-Rasheed, Ben Othman Soufiene
Format: Article
Language:English
Published: BMC 2023-10-01
Series:BMC Bioinformatics
Subjects:
Tumor classification
Magnetic resonance image
Deep learning
Transfer learning
Customized CNN
VGG19
Online Access:https://doi.org/10.1186/s12859-023-05518-3

Internet

https://doi.org/10.1186/s12859-023-05518-3

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