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IGMamba: Inverse external with gated attention driven mamba for biomedical image segmentation

delete2026-08-01
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PRE
AI
C
Chuanpeng Feng
Z
Zhuang Cai
H
Hongqin Liu
J
Jieyu Li
Z
Zhikang Lu
S
Shukang Bi
李向宁 (Xiangning Li)
李安安 (Anan Li)
肖驰 (Chi Xiao) *
DOI:10.1016/j.eswa.2026.133837delete
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Abstract

Abstract

En 中文
• IGMamba combines local feature extraction with long-range dependency modeling. • IEAD combines inverse external attention with multi-scale dilated convolutions. • Gated attention adaptively refines fused local-global features. • IGMamba achieves 92.35% DSC and 85.79% mIoU on the SCG dataset at over 30 FPS.
Keywords:
Mamba
Gated attention
Inverse external attention dilation
Biomedical image segmentation

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
2.9W
Citations:
10.2W

Organization

H
hainan university
Scholars:
4.0K
Papers: 1.3K
Citations: 1
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