Table 3. DRUNET Robustness.
Metrics | Tissue | Test Data set |
|
---|---|---|---|
Healthy | Glaucoma | ||
Dice coefficient (Mean ± SD) |
RNFL | 0.901 ± 0.043 | 0.903 ± 0.022 |
Retinal Layers (all others) |
0.939 ± 0.008 | 0.920 ± 0.01 | |
RPE | 0.821 ± 0.034 | 0.839 ± 0.019 | |
Choroid | 0.891 ± 0.017 | 0.900 ± 0.050 | |
| |||
Sensitivity (Mean ± SD) |
RNFL | 0.901 ± 0.008 | 0.900 ± 0.003 |
Retinal Layers (all others) |
0.942 ± 0.023 | 0.931 ± 0.009 | |
RPE | 0.882 ± 0.055 | 0.880 ± 0.010 | |
Choroid | 0.902 ± 0.043 | 0.912 ± 0.009 | |
| |||
Specificity (Mean ± SD) |
RNFL | 0.989 ± 0.005 | 0.984 ± 0.001 |
Retinal Layers (all others) |
0.991 ± 0.003 | 0.993 ± 0.002 | |
RPE | 0.989 ± 0.001 | 0.992 ± 0.004 | |
Choroid | 0.992 ± 0.001 | 0.994 ± 0.005 |