Enhancing brain tumor MRI classification with an ensemble of deep learning models and transformer integration

Enhancing brain tumor MRI classification with an ensemble of deep learning models and transformer integration

Brain tumors are widely recognized as the primary cause of cancer-related mortality globally, necessitating precise detection to enhance patient survival rates. The early identification of brain tumor is presented with significant challenges in the healthcare domain, necessitating the implementation...

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Bibliographic Details
Main Authors: Nawal Benzorgat, Kewen Xia, Mustapha Noure Eddine Benzorgat
Format: Article
Language:English
Published: PeerJ Inc. 2024-11-01
Series:PeerJ Computer Science
Subjects:
Brain tumor detection
Deep learning
Transfer learning
Transformer encoder
Shifted window-based self-attention
Multilayer perceptron (MLP)
Online Access:https://peerj.com/articles/cs-2425.pdf
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https://peerj.com/articles/cs-2425.pdf

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