Table 4.
Comparison of the deep learning model and ADC-thresholding model performance in all patients using a probability threshold of 0.5.
| Metrics’ median (IQR) | AUC | Sensitivity | Specificity | DSC | Volume error, (ml) | Absolute volume error, (ml) |
|---|---|---|---|---|---|---|
| DCNN | 0.91 (0.84–0.96) |
0.60 (0.16–0.84) |
0.97 (0.93–0.99) |
0.50 (0.17–0.66) |
0 (–22–30) |
27 (7–60) |
| ADC-thresholding | 0.62 (0.56–0.69) |
0.26 (0.12–0.40) |
0.98 (0.97–0.99) |
0.18 (0.10–0.35) |
7 (–54–66) |
64 (25–96) |
| P-value | < 0.001 | < 0.001 | < 0.001 | < 0.001 | 0.50 | < 0.001 |