Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index
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DOI: 10.1109/tmi.2020.3002417
Abstract: In many medical imaging and classical computer vision tasks, the Dice score and Jaccard index are used to evaluate the segmentation performance. Despite the existence and great empirical success of metric-sensitive losses, i.e. relaxations of… read more here.
Keywords: metric sensitive; dice score; jaccard index; segmentation ... See more keywords