Mean dice similarity coefficients (DSC)s on training and validation sets during the network training with CELoss(a,b,c) and DICELoss(d,e,f). These networks were trained with only the original 38 cases as the training set, i.e., without data augmentation. [Color figure can be viewed at wileyonlinelibrary.com]