Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

Abstract

We propose an efficient evaluation tool for 3D medical image segmentation using 20 evaluation metrics and provide guidelines for selecting a subset of these metrics that is suitable for the data and the segmentation task.