Table 1 Machine learning per-segment similarity coefficient and segmentation performance results
Segment | Frontal lobe | PCC and Precuneus | Lateral temporal lobe | Parietal lobe | Striatum |
|---|---|---|---|---|---|
Mean IOU | 0.804 | 0.726 | 0.892 | 0.759 | 0.752 |
Accuracy (%) | 90.3 | 92.0 | 97.6 | 97.3 | 96.7 |
Specificity (%) | 81.4 | 88.0 | 96.0 | 100.0 | 100.0 |
Sensitivity (%) | 100.0 | 100.0 | 100.0 | 100.0 | 94.1 |
Precision (%) | 85.9 | 90.8 | 95.2 | 100.0 | 100.0 |
F1-score (%) | 91.6 | 93.2 | 97.5 | 95.9 | 94.0 |