Title
SPG-CDENet: Spatial Prior-Guided Cross Dual Encoder Network for Multi-Organ Segmentation Xizhi Tian Changjun Zhou Yulin. Yang MedIm 77 0 0 30 Oct 2025
SAM-DCE: Addressing Token Uniformity and Semantic Over-Smoothing in Medical Segmentation Yingzhen Hu Yiheng Zhong Ruobing Li Yingxue Su Jiabao An Feilong Tang Jionglong Su Imran Razzak MedIm 155 0 0 21 Sep 2025
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation Xingxin He Yifan Hu Zhaoye Zhou Mohamed Jarraya Fang Liu VLM MedIm 244 5 0 17 Jan 2025
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation Feilong Tang Zhongxing Xu Ming Hu Wenxue Li Peng Xia Yiheng Zhong Hanjun Wu Jionglong Su Zongyuan Ge 112 6 0 31 Dec 2024