Yizhou Wu

AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking

"Due to the scarcity of labeled data, self-supervised learning (SSL) has gained much attention in 3D medical image segmentation, by extracting semantic representations from unlabeled data. Among SSL strategies, Masked image modeling (MIM) has shown effectiveness by reconstructing randomly masked ima…