Ping-Ping Wang

DAPNet: a decoupled adaptive prototyping network for few-shot medical image segmentation.

Few-shot medical image segmentation (FSMIS) holds immense potential in medical scenarios where annotations are expensive and scarce. However, the majority of existing methods perform queries under the guidance of a foreground prototype, which causes them to struggle, as this single representation fails to effectively m...