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Song-Yu Lan

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Conference Aug 2026

VASSNet: A Vessel-Aware Appearance-Structure Synergistic Network with Hierarchical Semantic Optimization for Retinal Vessel Segmentation

Retinal vessel segmentation underpins risk assessment for ocular and systemic diseases. Existing encoder-decoder networks remain constrained by domain-specific appearance shifts, weak responses from small vessels, and cross-level semantic misalignment, leading to missed distal branches, topological discontinuities, and...

Song-Yu Lan, Guo-Qiang Zhong · 0 citations

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