2 papers
cs.CV2025
Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation
Shiwei Zhou, Xin Liu, Haifeng Zhao +2
In semi-supervised medical image segmentation, the poor quality of unlabeled data and the uncertainty in the model's predictions lead to models that inevitably produce erroneous ps…
cs.CV2025
Fully Automated SAM for Single-source Domain Generalization in Medical Image Segmentation
Huanli Zhuo, Leilei Ma, Haifeng Zhao +3
Although SAM-based single-source domain generalization models for medical image segmentation can mitigate the impact of domain shift on the model in cross-domain scenarios, these m…