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Baoyao Yang

2 accepted papers

2025

Image-assisted Label Connective Completion for Vessel Segmentation with Insufficient Annotations

ICASSP 2025accepted

Automatic and accurate vessel segmentation is crucial for disease diagnosis. Deep learning methods are widely used, but their promising results rely on accurately annotated data. Due to complex vessel morphology and low-contrast image, accurate vessel delineation poses a practical challenge, resulti…

Cited by 0SourceScholar
2024

MMS: Morphology-Mixup Stylized Data Generation for Single Domain Generalization in Medical Image Segmentation

ICASSP 2024accepted

Single-source domain generalization in medical image segmentation is a challenging yet practical task, as domain shift commonly exists across medical datasets. Previous works have attempted to alleviate this problem through adversarial data augmentation or random-style transformation. However, these…

Cited by 0SourceScholar