sentence1: we formulate a weighted dice loss function taking inspiration from the various dice loss functions available in the literature , to take care of the class imbalance problem effectively .
sentence2: to deal with class imbalance , we formulated a weighted dice loss function by taking inspiration from the various dice loss functions available in the literature .