Loss-family

• Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss [paper]
• 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes [paper]
• Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation [paper]
• The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks [paper]
• Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks [paper]
• A NOVEL FOCAL TVERSKY LOSS FUNCTION WITH IMPROVED ATTENTION U-NET FOR LESION SEGMENTATION [paper]
• Boundary loss for highly unbalanced segmentation [paper]