A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation

Nabila Abraham, Naimul Mefraz Khan

We propose a generalized focal loss function based on the Tversky index to address the issue of data imbalance in medical image segmentation. Compared to the commonly used Dice los…