Disentangling Sampling from Training Budget in Class-Imbalanced CT Body Composition Segmentation

Iason Skylitsis, Dimitrios Karkalousos, Ivana Išgum

Class imbalance is a fundamental challenge in medical image segmentation, where frequent classes typically dominate training at the expense of rare classes. Loss-based approaches m…