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

Adrián Galdrán, Gustavo Carneiro, Miguel Á. González Ballester

2023Lecture notes in computer science29 citationsDOI

Topics & Concepts

DiceCross entropySegmentationComputer scienceRobustness (evolution)Artificial intelligenceImage segmentationEntropy (arrow of time)Pattern recognition (psychology)MathematicsStatisticsBiochemistryQuantum mechanicsPhysicsChemistryGeneAdvanced Neural Network ApplicationsMedical Image Segmentation TechniquesCOVID-19 diagnosis using AI
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness | Litcius