Table 2:
Model | Jaccard | Dice | Sensitivity | Specificity |
---|---|---|---|---|
FCN-2S-VGG16 (Lee et al., 2017) | 86.10 ± 6.10* | 92.40 ± 3.74* | 88.46 ± 5.23* | 99.70 ± 0.28* |
Shape-prior model (Popuri et al., 2016) | 90.00 ± 7.9* | 94.53 ± 5.06* | 95.44 ± 6.60* | 99.36 ± 4.12* |
UNet (Ronneberger et al., 2015) | 94.58 ± 3.80* | 97.17 ± 2.09* | 96.53 ± 2.36* | 99.78 ± 0.23* |
Proposed network | 96.34 ± 2.77 | 98.11 ± 1.47 | 98.15 ± 1.63 | 99.81 ± 0.19 |
significant at p < 0.0001