Kai Liu

EPPNet: Edge Prototype Purification with Auxiliary Supervision for Few-Shot Medical Image Segmentation.

Medical image segmentation plays a pivotal role in computer-aided diagnosis. However, the scarcity of annotated data severely hinders the deployment of deep learning models. Few-shot learning (FSL) is designed to achieve rapid adaptation to unseen classes using limited labeled samples, among which prototype-based metho...