Zhiwei Deng

Self-supervised Small Vessel Segmentation with Shape-aware Geometric Models and Attention

This work proposes a generalized and explicit small vessel representation and presents a novel self-supervised small vessel segmentation network termed S3U-Net, which is applied to 7-Tesla brain images from elderly adults and demonstrates the successful detection of significant associations between small vessel density...