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Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations
[article]
2018
bioRxiv
pre-print
Objective: Overlapping measures are often utilized to quantify the similarity between two binary regions. However, modern segmentation algorithms output a probability or confidence map with continuous values in the zero-to-one interval. Moreover, these binary overlapping measures are biased to structure size. Addressing these challenges is the objective of this work. Methods: We extend the definition of the classical Dice coefficient (DC) overlap to facilitate the direct comparison of a ground
doi:10.1101/306977
fatcat:gwzxih54ird63mf3avmhirryfe