Table 4.
Mean ± standard deviation of dice similarity coefficient (DSC), 95%-Hausdorff distance (HD) and mean distance to agreement (DTA) metrics between ground-truth versus model-generated tumour surfaces on each phase, and validation results with simulated noise (Val.) for 15 patients, respectively.
No. | DSC | DSC Val. | HD (mm) | HD Val. (mm) | DTA (mm) | DTA Val. (mm) |
---|---|---|---|---|---|---|
1 | 0.943 ± 0.008 | 0.940 ± 0.006 | 2.57 ± 0.28 | 2.59 ± 0.26 | 1.11 ± 0.13 | 1.10 ± 0.13 |
2 | 0.972 ± 0.013 | 0.970 ± 0.011 | 2.15 ± 0.48 | 2.22 ± 0.47 | 0.90 ± 0.29 | 0.93 ± 0.28 |
3 | 0.915 ± 0.015 | 0.908 ± 0.015 | 3.39 ± 0.54 | 3.24 ± 0.49 | 1.52 ± 0.16 | 1.45 ± 0.15 |
4 | 0.965 ± 0.033 | 0.956 ± 0.024 | 2.33 ± 0.64 | 2.37 ± 0.61 | 0.83 ± 0.27 | 0.84 ± 0.26 |
5 | 0.986 ± 0.005 | 0.986 ± 0.005 | 1.87 ± 0.46 | 1.87 ± 0.46 | 0.33 ± 0.08 | 0.33 ± 0.08 |
6 | 0.828 ± 0.138 | 0.824 ± 0.020 | 6.06 ± 1.12 | 6.36 ± 1.09 | 2.22 ± 0.28 | 2.25 ± 0.21 |
7 | 0.920 ± 0.015 | 0.916 ± 0.015 | 3.28 ± 0.22 | 3.32 ± 0.21 | 1.41 ± 0.10 | 1.42 ± 0.06 |
8 | 0.891 ± 0.022 | 0.881 ± 0.042 | 2.75 ± 0.28 | 2.79 ± 0.31 | 1.30 ± 0.08 | 1.39 ± 0.21 |
9 | 0.910 ± 0.114 | 0.910 ± 0.014 | 2.53 ± 0.21 | 2.53 ± 0.21 | 1.05 ± 0.07 | 1.04 ± 0.07 |
10 | 0.896 ± 0.016 | 0.895 ± 0.013 | 3.07 ± 0.93 | 3.05 ± 0.93 | 1.34 ± 0.15 | 1.36 ± 0.16 |
11 | 0.871 ± 0.028 | 0.869 ± 0.021 | 3.03 ± 0.37 | 3.01 ± 0.25 | 1.38 ± 0.13 | 1.41 ± 0.07 |
12 | 0.981 ± 0.071 | 0.985 ± 0.004 | 2.15 ± 0.34 | 2.15 ± 0.34 | 0.50 ± 0.07 | 0.50 ± 0.07 |
13 | 0.893 ± 0.031 | 0.878 ± 0.045 | 2.32 ± 0.86 | 2.47 ± 0.86 | 1.19 ± 0.39 | 1.27 ± 0.37 |
14 | 0.941 ± 0.009 | 0.937 ± 0.013 | 2.50 ± 0.11 | 2.42 ± 0.15 | 1.21 ± 0.11 | 1.17 ± 0.07 |
15 | 0.949 ± 0.014 | 0.948 ± 0.022 | 1.46 ± 0.34 | 1.48 ± 0.27 | 0.67 ± 0.10 | 0.71 ± 0.07 |