Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation

Michael Yeung, Leonardo Rundo, Yang Nan +3

The Dice similarity coefficient (DSC) is both a widely used metric and loss function for biomedical image segmentation due to its robustness to class imbalance. However, it is well…