2 papers
cs.CV2025
NULLBUS: Multimodal Mixed-Supervision for Breast Ultrasound Segmentation via Nullable Global-Local Prompts
Raja Mallina, Bryar Shareef
Breast ultrasound (BUS) segmentation provides lesion boundaries essential for computer-aided diagnosis and treatment planning. While promptable methods can improve segmentation per…
cs.CV2025
XBusNet: Text-Guided Breast Ultrasound Segmentation via Multimodal Vision-Language Learning
Raja Mallina, Bryar Shareef
Background: Precise breast ultrasound (BUS) segmentation supports reliable measurement, quantitative analysis, and downstream classification, yet remains difficult for small or low…