How resilient are foundation segmentation models to noisy ultrasound artifacts? a multi-dataset benchmark across prompts, noise types, and severity levels

Cite this work

Nguyen Tran Quoc Duy , Minh Quan Nguyen, Trung Thanh Nguyen, Thanh-Huy Nguyen, Thien Nguyen, Xiaofeng Liu, Ulas Bagci (2026). How resilient are foundation segmentation models to noisy ultrasound artifacts? a multi-dataset benchmark across prompts, noise types, and severity levels. MICCAI 2026 (CliMeM Workshop)