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On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness.

Adrian GaldranGustavo CarneiroMiguel Ángel González Ballester
Published in: CoRR (2022)
Keyphrases
  • cross entropy
  • lesion segmentation
  • log likelihood
  • maximum likelihood
  • probability distribution
  • evaluation metrics
  • machine learning
  • decision making
  • feature vectors
  • language modeling
  • multi channel
  • multiple sclerosis