Wenxuan Zou

Contrmix: Progressive Mixed Contrastive Learning for Semi-Supervised Medical Image Segmentation

While medical image segmentation has achieved impressive progress, it usually being constrained by labor-intensive and costly pixel-wise annotations. The existing semi-supervised learning methods ignore the inherent imbalance and high similarity of different categories in medical images. To address…