2 papers
cs.CV2025
CmFNet: Cross-modal Fusion Network for Weakly-supervised Segmentation of Medical Images
Dongdong Meng, Sheng Li, Hao Wu +4
Accurate automatic medical image segmentation relies on high-quality, dense annotations, which are costly and time-consuming. Weakly supervised learning provides a more efficient a…
cs.CV2025
Semi-Supervised Multi-Modal Medical Image Segmentation for Complex Situations
Dongdong Meng, Sheng Li, Hao Wu +2
Semi-supervised learning addresses the issue of limited annotations in medical images effectively, but its performance is often inadequate for complex backgrounds and challenging t…