SynMatch: Rethinking Consistency in Medical Image Segmentation with Sparse Annotations

Zhiqiang Shen, Peng Cao, Xiaoli Liu +2

Label scarcity remains a major challenge in deep learning-based medical image segmentation. Recent studies use strong-weak pseudo supervision to leverage unlabeled data. However, p…