Table 3.
Quantitative Scores of Lesion Segmentation for the Test Dataset (subset-3)
| *Dice (%) | Sensitivity (%) | *PPV (%) | RAVD (mm3) | *ASD (mm) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Model | SM | MM | SM | MM | SM | MM | SM | MM | SM | MM |
| Mean | 54.9 | 60.2 | 76.4 | 76.9 | 48.4 | 56.4 | 1.8 | 1.4 | 5.8 | 3.1 |
| Standard | 18.0 | 17.9 | 15.6 | 15.5 | 20.8 | 23.2 | 4.0 | 3.1 | 4.4 | 2.8 |
| Maximum | 76.6 | 80.5 | 99.4 | 99.6 | 80.2 | 85.1 | 17.9 | 13.8 | 15.0 | 11.7 |
| Minimum | 10.0 | 12.6 | 47.1 | 48.1 | 5.3 | 6.7 | 0.0 | 0.1 | 0.5 | 0.3 |
The single model (SM) and the ensemble of 30 models, multi-model (MM). Significant improvement (p < 0.05) was obtained by the MM model.
⁎
indicates statistically significant improvement. The best metric values are in bold.