Abstract: We propose VRP-ScribFormer, a CNN-Transformer hybrid framework for scribble-supervised medical image segmentation. It introduces a Visual Reference Prototype (VRP) encoder that transfers ...

Abstract: Accurate segmentation of lesion areas in dermoscopic images is crucial for early diagnosis and treatment planning of skin diseases. With the rapid development of deep learning in the field ...