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A Performance-Guided Framework for retinal vessel segmentation

delete2026-09-04
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OA
AI
Z
Ziyu Liu
X
Xiangjian He *
X
Xin Chen *
贾
贾富仓 (Fucang Jia)
M
Maggie M. He
Y
Yi Wang
S
Shoujun Zhou *
DOI:10.1016/j.knosys.2026.116958delete
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Abstract

Abstract

En 中文
• A performance-guided framework for retinal vessel segmentation. • An adaptive masking-based data reconstruction for redirect learning. • A dual-objective optimization scheme combining segmentation supervision and selective knowledge distillation. • Broad compatibility with multiple backbone architectures.
Keywords:
Retinal vessel segmentation
Performance-guided learning
Data reconstruction

Journal

K
Knowledge-Based Systems
IF:
7.6
Papers:
1.3W
Citations:
4.5W

Organization

S
st andrew's war memorial hospital
Scholars:
2
Papers: 1
Citations: 0
U
university of nottingham ningbo china
Scholars:
320
Papers: 184
Citations: 0
U
university of nottingham
Scholars:
3.8K
Papers: 1.8K
Citations: 0
D
Dalian University of Technology
Scholars:
6.0W
Papers: 4.4W
Citations: 5.5W
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