Zai-Yi Liu

DMFNet: a semi-supervised dual-path multiscale fusion network for lesion segmentation in breast ultrasound

Accurate lesion segmentation in breast ultrasound images is crucial for early diagnosis and treatment planning, yet remains highly challenging due to inherent imaging characteristics, including low signal-to-noise ratio, speckle noise artifacts, blurred boundaries, and significant inter-lesion appearance variability. F...