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Multi-scale Vision Mamba-UNet: A Mamba-based method for retinal vessel segmentation

delete2025-08-13
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PRE
AI
H
Hang Hu
H
Haoren Xiong
F
Fei Long
M
Mohammad S. Alam
J
Jun Sang *
DOI:10.1016/j.bspc.2025.108435delete
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Abstract

Abstract

En 中文
• We apply multi-scale attention to Mamba before linear iteration to refine features. • The attention mechanism improves the quality of the input feature map. • We fuse high-level and low-level features to enrich the input for linear iteration.
Keywords:
multi-scale attention
feature refinement
high-level and low-level feature fusion
linear iteration
input feature quality

Journal

Biomedical Signal Processing and Control cover
Biomedical Signal Processing and Control
IF:
4.9
Papers:
9.8K
Citations:
2.4W

Organization

C
Chongqing University
Scholars:
5.1W
Papers: 4.1W
Citations: 6.0W
M
minnesota state university
Scholars:
21
Papers: 16
Citations: 0