Analysis of Discrepancy Metrics Used in Medical Image Segmentation

Abstract

Evaluation of medical image segmentation methods is an important task, frequently ignored in the medical image and computer vision community. Several scalar evaluation metrics have been proposed in the literature. Nevertheless, few efforts have been made to characterize the evaluation metrics. It is well-known that metrics measure different characteristics… (More)

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