Do we really need dice? The hidden region-size biases of segmentation losses
Bingyuan Liu, José Dolz, Adrián Galdrán, Riadh Kobbi, Ismail Ben Ayed
Topics & Concepts
DiceGround truthSegmentationComputer scienceArtificial intelligencePerspective (graphical)Matching (statistics)Upper and lower boundsPattern recognition (psychology)MathematicsStatisticsMathematical analysisAdvanced Neural Network ApplicationsMedical Image Segmentation TechniquesAI in cancer detection