HSMix: Hard and Soft Mixing Data Augmentation for Medical Image Segmentation

Danyang Sun, Fadi Dornaika, Nagore Barrena

Due to the high cost of annotation or the rarity of some diseases, medical image segmentation is often limited by data scarcity and the resulting overfitting problem. Self-supervis…