SA-UMamba: Spatial attention convolutional neural networks for medical image segmentation.

Medical image segmentation plays an important role in medical diagnosis and treatment. Most recent medical image segmentation methods are based on a convolutional neural network (CNN) or Transformer model. However, CNN-based methods are limited by locality, whereas Transformer-based methods are cons...

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Bibliographic Details
Main Authors: Lei Liu, Zhao Huang, Shuai Wang, Jun Wang, Baosen Liu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0325899
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