Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice

Jeroen Bertels, Tom Eelbode, Maxim Berman +4

The Dice score and Jaccard index are commonly used metrics for the evaluation of segmentation tasks in medical imaging. Convolutional neural networks trained for image segmentation…