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A lightweight network for segmenting tree-like structures in medical images

delete2026-07-04
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I
Irfan Dwiki Bhaswara *
S
Sonit Singh
A
Arcot Sowmya
E
Erik Meijering
DOI:10.1016/j.compmedimag.2026.102796delete
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Abstract

Abstract

En 中文
• Coordinate attention and Mamba improve medical image tree-like segmentation. • Mamba aggregation module captures global context and long-range dependencies. • Skeleton-based post-processing removes artefacts outside the main segmented tree.
Keywords:
Medical image segmentation
Tree-like structures
Mamba
Coordinate attention
Long-range dependencies
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Journal

Computerized Medical Imaging and Graphics cover
Computerized Medical Imaging and Graphics
IF:
4.9
Papers:
2.4K
Citations:
5.0K

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