Table 3.
Wave | Technique | Structure volume (mean cm ±SD) |
Comparison of techniques to manual tracing |
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|
%Volume difference ±SD |
%Volume overlap ±SD |
%False positive ±SD |
%False negative ±SD |
Correlation |
|||||||||
Left | Right | Left | Right | Left | Right | Left | Right | Left | Right | Left | Right | ||
Wave 1 | Manual | 1.46 ± 0.18 | 1.45 ± 0.18 | ||||||||||
volBrain | 0.90 ± 0.12*** | 0.92 ± 0.13*** | 38.18 ± 7.60 | 36.48 ± 7.59 | 68.16 ± 4.92 | 68.21 ± 4.86 | 10.28 ± 5.17 | 11.65 ± 5.95 | 44.73 ± 5.73 | 44.13 ± 5.65 | 0.61*** | 0.62*** | |
CS-FS | 1.65 ± 0.21*** | 1.66 ± 0.25*** | 16.96 ± 11.50 | 18.78 ± 13.99 | 78.32 ± 3.65 | 78.78 ± 3.33 | 26.76 ± 5.61 | 26.69 ± 6.13 | 15.36 ± 5.06 | 14.22 ± 4.81 | 0.62*** | 0.59*** | |
LG-FS | 1.72 ± 0.22*** | 1.78 ± 0.26*** | 22.85 ± 13.16 | 28.08 ± 15.79 | 74.88 ± 3.84 | 75.97 ± 3.41 | 31.56 ± 5.66 | 31.79 ± 5.98 | 16.80 ± 5.19 | 13.60 ± 4.40 | 0.61*** | 0.57*** | |
FSL | 1.50 ± 0.30 | 1.48 ± 0.33 | 19.59 ± 13.43 | 20.95 ± 14.46 | 79.19 ± 4.94 | 77.05 ± 7.07 | 20.49 ± 8.89 | 22.45 ± 8.38 | 19.02 ± 11.21 | 21.03 ± 13.63 | 0.09 | 0.08 | |
Wave 2 | Manual | 1.48 ± 0.17 | 1.48 ± 0.18 | ||||||||||
volBrain | 0.92 ± 0.11*** | 0.93 ± 0.12*** | 37.89 ± 6.53 | 37.25 ± 7.01 | 67.78 ± 4.06 | 68.23 ± 4.67 | 11.17 ± 4.81 | 11.05 ± 5.27 | 44.99 ± 4.81 | 44.38 ± 5.41 | 0.63*** | 0.61*** | |
CS-FS | 1.65 ± 0.22*** | 1.63 ± 0.23*** | 15.93 ± 10.67 | 13.94 ± 10.62 | 77.69 ± 3.46 | 79.11 ± 3.38 | 26.78 ± 4.95 | 24.75 ± 5.40 | 16.71 ± 6.09 | 15.89 ± 5.34 | 0.54*** | 0.66*** | |
LG-FS | 1.74 ± 0.22*** | 1.77 ± 0.23*** | 21.64 ± 13.17 | 23.88 ± 12.31 | 75.40 ± 3.26 | 76.78 ± 3.34 | 30.83 ± 5.13 | 30.18 ± 4.89 | 16.59 ± 5.33 | 14.24 ± 5.00 | 0.53*** | 0.64*** | |
FSL | 1.55 ± 0.32* | 1.52 ± 0.30 | 20.48 ± 16.28 | 18.21 ± 12.87 | 79.03 ± 5.20 | 77.28 ± 5.97 | 21.24 ± 9.15 | 22.58 ± 7.91 | 18.48 ± 11.20 | 20.96 ± 11.92 | −0.03 | 0.14 | |
Wave 3 | Manual | 1.49 ± 0.21 | 1.51 ± 0.21 | ||||||||||
volBrain | 0.92 ± 0.15*** | 0.94 ± 0.16*** | 38.44 ± 7.71 | 37.89 ± 8.09 | 67.54 ± 4.87 | 67.34 ± 5.33 | 10.81 ± 5.13 | 11.59 ± 5.13 | 45.32 ± 5.79 | 45.27 ± 6.34 | 0.67*** | 0.70*** | |
CS-FS | 1.63 ± 0.23*** | 1.68 ± 0.25*** | 14.35 ± 10.85 | 16.04 ± 13.23 | 76.90 ± 4.88 | 77.25 ± 4.15 | 26.91 ± 5.70 | 27.06 ± 6.44 | 18.32 ± 7.21 | 17.24 ± 5.45 | 0.66*** | 0.59*** | |
LG-FS | 1.72 ± 0.24*** | 1.80 ± 0.26*** | 20.71 ± 13.60 | 26.29 ± 21.86 | 74.52 ± 4.28 | 74.78 ± 8.19 | 31.25 ± 5.37 | 32.03 ± 8.29 | 18.05 ± 6.87 | 16.22 ± 9.39 | 0.61*** | 0.59*** | |
FSL | 1.58 ± 0.33* | 1.52 ± 0.30 | 21.50 ± 17.89 | 17.79 ± 13.33 | 79.52 ± 4.26 | 77.68 ± 4.71 | 21.42 ± 9.59 | 21.21 ± 7.50 | 17.65 ± 10.81 | 21.37 ± 11.35 | −0.05 | 0.15 |
Note: Means, standard deviations, and the statistical significance of the two paired sample t-test between manual and automated segmentations as well as summary of automated segmentation performance, mean percentage of volume difference, percentage of volume overlap, percentage of false positive and Pearson’s correlations between automated and manual segmentations. *p 0.05; **p 0.01; ***p 0.001.