An N-Shaped Lightweight Network with a Feature Pyramid and Hybrid Attention for Brain Tumor Segmentation

An N-Shaped Lightweight Network with a Feature Pyramid and Hybrid Attention for Brain Tumor Segmentation

Brain tumor segmentation using neural networks presents challenges in accurately capturing diverse tumor shapes and sizes while maintaining real-time performance. Additionally, addressing class imbalance is crucial for achieving accurate clinical results. To tackle these issues, this study proposes...

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Bibliografiske detaljer
Main Authors: Mengxian Chi, Hong An, Xu Jin, Zhenguo Nie
Format: Article
Sprog:English
Udgivet: MDPI AG 2024-02-01
Serier:Entropy
Fag:
brain tumor segmentation
CNNs
feature pyramid
lightweight model
hybrid attention
Online adgang:https://www.mdpi.com/1099-4300/26/2/166

Internet

https://www.mdpi.com/1099-4300/26/2/166

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