GGLA-NeXtE2NET: A Dual-Branch Ensemble Network With Gated Global-Local Attention for Enhanced Brain Tumor Recognition

GGLA-NeXtE2NET: A Dual-Branch Ensemble Network With Gated Global-Local Attention for Enhanced Brain Tumor Recognition

Due to the limited availability of training data, the diverse shapes of brain tumors among different patients, inter-class similarity, and intra-class variation, achieving high recognition accuracy and speed in deep learning-based brain tumor recognition remains challenging. To address these issues,...

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Bibliographic Details
Main Authors: Adnan Saeed, Khurram Shehzad, Shahzad Sarwar Bhatti, Saim Ahmed, Ahmad Taher Azar
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
MRI brain tumor
deep learning
image processing
medical image analysis
attention mechanism
Online Access:https://ieeexplore.ieee.org/document/10820354/
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https://ieeexplore.ieee.org/document/10820354/

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