A Performance-Guided Framework for retinal vessel segmentation

doi:10.1016/j.knosys.2026.116958

A Performance-Guided Framework for retinal vessel segmentation

2026-09-04

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DOI：10.1016/j.knosys.2026.116958

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• 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

A Performance-Guided Framework for retinal vessel segmentation

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