Dual-Alignment Knowledge Retention for Continual Medical Image Segmentation

Yuxin Ye, Yan Liu, Shujian Yu

Continual learning in medical image segmentation involves sequential data acquisition across diverse domains (e.g., clinical sites), where task interference between past and curren…