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

20152,662 citationsJournal Articlegold Open Access

Authors

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.

Topics & Keywords

Medical Image Segmentation Techniques Advanced Neural Network Applications Advanced Image and Video Retrieval Techniques

Publication Details

Published in: BMC Medical Imaging

Volume 15, Issue 1, pp. 29-29

DOI: 10.1186/s12880-015-0068-x

Field-Weighted Citation Impact: 28.69

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

Authors

Abstract

Topics & Keywords

Publication Details