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. 2016 Mar 9;29(4):507–519. doi: 10.1007/s10278-016-9875-z

Table 2.

Segmentation accuracy of the developed method for the final segmentation (after modified convexity and mathematical morphology), for the coarse segmentation (anatomy-driven) and difference in the segmentation accuracy of the two methods

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)