SAIF: A Stability-Aware Inference Framework for Medical Image Segmentation with Segment Anything Model

Ke Wu, Shiqi Chen, Yiheng Zhong +5

Segment Anything Model (SAM) enable scalable medical image segmentation but suffer from inference-time instability when deployed as a frozen backbone. In practice, bounding-box pro…