Table 2.
Final segmentation | Coarse segmentation | Difference | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
DSC | dmean | drms | DSC | dmean | drms | ∆DSC | ∆dmean | ∆drms | ||
CT scans having abnormalities | Mean | 98.05 | 1.57 | 3.26 | 91.19 | 6.06 | 10.34 | 6.86 | −4.49 | −7.08 |
SD | 5.37 | 2.55 | 5.47 | 10.4 | 5.18 | 7.64 | −5.03 | −2.63 | −2.17 | |
Min | 63.29 | 0.3 | 0.42 | 48.85 | 0.63 | 1.09 | 14.44 | −0.33 | −0.67 | |
Max | 99.65 | 18.04 | 37 | 98.56 | 29.29 | 52.88 | 1.09 | −11.25 | −15.88 | |
Median | 98.43 | 0.74 | 1.35 | 93.42 | 5.2 | 8.45 | 5.01 | −4.46 | −7.1 | |
Normal | Mean | 99.18 | 1.21 | 2.26 | 98.93 | 3.15 | 7.78 | 0.25 | −1.94 | −5.52 |
SD | 5.16 | 4.62 | 5.26 | 9.76 | 5.87 | 9.11 | −4.6 | −1.25 | −3.85 | |
Min | 60.02 | 0.19 | 0.34 | 47.14 | 0.39 | 0.37 | 12.88 | −0.2 | −0.03 | |
Max | 99.59 | 21.66 | 43.07 | 99.47 | 81.18 | 110 | 0.12 | −59.52 | −66.93 | |
Median | 99.47 | 0.52 | 0.97 | 96.36 | 3.53 | 6.09 | 3.11 | −3.01 | −5.12 | |
Overall | Mean | 98.62 | 1.39 | 2.76 | 95.06 | 4.61 | 9.06 | 3.56 | −3.22 | −6.3 |
SD | 5.27 | 3.59 | 5.37 | 10.08 | 5.53 | 8.38 | −4.82 | −1.94 | −3.01 | |
Min | 61.66 | 0.25 | 0.38 | 48 | 0.51 | 0.73 | 13.66 | −0.27 | −0.35 | |
Max | 99.62 | 19.85 | 40.04 | 99.02 | 55.24 | 81.44 | 0.61 | −35.39 | −41.41 | |
Median | 98.95 | 0.63 | 1.16 | 94.89 | 4.37 | 7.27 | 4.06 | −3.74 | −6.11 |
Results are given for disease pattern, normal lungs, and overall slices (DSC is given in % and shape metrics in mm)