LGNet: Local and global representation learning for fast biomedical image segmentation

Medical image segmentation plays a crucial role in clinical diagnosis and therapy systems, yet still faces many challenges. Building on convolutional neural networks (CNNs), medical image segmentation has achieved tremendous progress. However, owing to the locality of convolution operations, CNNs ha...

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Bibliographic Details
Main Authors: Guoping Xu, Xuan Zhang, Wentao Liao, Shangbin Chen, Xinglong Wu
Format: Article
Language:English
Published: World Scientific Publishing 2023-07-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Online Access:https://www.worldscientific.com/doi/10.1142/S1793545822430015