Shoujun Huang

From automatic detection to segmentation: A label-efficient SAM pipeline with feature-guided star-shape priors for breast ultrasound

Accurate segmentation of breast lesions in ultrasound images is important for quantitative lesion assessment, but remains difficult because of low contrast, noise, and artifacts. The Segment Anything Model (SAM) provides a flexible prompt-based segmentation framework, yet its per...