2 papers
cs.CV2025
Label-efficient multi-organ segmentation with a diffusion model
Yongzhi Huang, Fengjun Xi, Liyun Tu +7
Accurate segmentation of multiple organs in Computed Tomography (CT) images plays a vital role in computer-aided diagnosis systems. While various supervised learning approaches hav…
eess.IV2025
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation
Feng Zhou, Yanjie Zhou, Longjie Wang +3
Traditional one-shot medical image segmentation (MIS) methods use registration networks to propagate labels from a reference atlas or rely on comprehensive sampling strategies to g…