Table 2.
Segmentation metrics.
Metric | Equation | Range | Meaning |
---|---|---|---|
Sørensen-Dice Index | 0–1 | Spatial overlap between masks | |
Jaccard Index | 0–1 | Spatial overlap between masks | |
Conformity Coefficient | < 1 | Ratio of incorrectly and correctly segmented voxels | |
True Positive Rate (TPR) | 0–1 | Sensitivity | |
True Negative Rate (TNR) | 0–1 | Specificity | |
Positive Predictive Value (PPV) | 0–1 | Precision | |
Volume Ratio | ≥ 0 | Ratio of mask volumes |
SM segmentation mask, GT ground truth mask, TP true positive (i.e., voxels correctly segmented as muscle), TN true negative (i.e., voxels correctly segmented as background), FP false positive (i.e., voxels incorrectly segmented as muscle), FN false negative (i.e., voxels incorrectly segmented as background).