SLG-Net: Small-Large-Global Feature-Based Multilevel Feature Extraction Network for Ultrasound Image Segmentation

Automatic ultrasound image segmentation improves the efficiency of clinical diagnosis and decreases the workload of doctors. Many ultrasound image segmentation methods only focus on capturing local details and global dependencies, whereas ignoring large-scale context information. However, it is esse...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Xinya Fan, Jianwen Hu, Kai Hu
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Ultrasound image segmentation transformer large kernel attention mechanism convolutional neural network
Online Access:	https://ieeexplore.ieee.org/document/10836679/