Feilong Xu

A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation

In utilizing deep learning techniques for medical image segmentation, two types of imbalance issues are observed: inter-class imbalance between majority and minority classes and intra-class imbalance between easy and hard samples. However, existing loss functions typically confuse these issues, lead…