Introducing a deep learning method for brain tumor classification using MRI data towards better performance

Introducing a deep learning method for brain tumor classification using MRI data towards better performance

Magnetic resonance imaging (MRI) is widely used to detect brain tumors, but its accuracy depends on the physician's expertise and often requires biopsy confirmation. Deep learning, especially in the field of computer vision, has revolutionized the diagnosis and classification of brain tumors us...

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Bibliographic Details
Main Authors: Alain Marcel Dikande Simo, Aurelle Tchagna Kouanou, Valery Monthe, Michael Kameni Nana, Bertrand Moffo Lonla
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Magnetic resonance image
Brain tumors classification
Deep learning
Fully convolutional neural network
Nesterov momentum optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823002691

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http://www.sciencedirect.com/science/article/pii/S2352914823002691

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