Huiyin Xu

Accurate Vascular Segmentation via Wavelet-Guided Edge Attention and Multi-Level Feature Fusion

Accurate vascular segmentation plays a critical role in medical image analysis, supporting disease diagnosis, surgical navigation, and treatment planning. However, existing methods often struggle to preserve fine vascular structures and maintain topological continuity due to low contrast, complex backgrounds, and scale...