Xiaolong Deng

MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation

We propose a novel echocardiographical video segmentation model by adapting SAM to medical videos to address some long-standing challenges in ultrasound video segmentation including (1) massive speckle noise and artifacts (2) extremely ambiguous boundaries and (3) large variations of targeting objec…