Qi Tang

LiteBUS-SSM: a boundary-preserving lightweight state-space U-Net for breast ultrasound lesion segmentation

Breast ultrasound lesion segmentation is challenged by speckle noise, weak boundaries, acoustic shadows, heterogeneous morphology, and false positives in normal images. This paper proposes LiteBUS-SSM, a lightweight U-shaped network for boundary-preserving and parameter-efficient breast ultrasound segmentation. BP-LKA...