Research Article
A Low-Interaction Automatic 3D Liver Segmentation Method Using Computed Tomography for Selective Internal Radiation Therapy
Table 2
Comparative results between the proposed algorithm and manual gold standard.
| Number | Manual segmentation volumes (mL) | Average calculated volumes (mL) | Absolute error (mL) | Error | Average Dice coefficient |
| 1 | 1458.80 | 1426.00 | 32.80 | −2.25 | 0.94 | 2 | 4079.50 | 4180.67 | 101.17 | 2.48 | 0.92 | 3 | 2419.18 | 2402.00 | 17.18 | −0.71 | 0.90 | 4 | 1848.73 | 1855.33 | 6.60 | 0.36 | 0.90 | 5 | 1630.59 | 1649.33 | 18.74 | 1.15 | 0.91 | 6 | 1568.82 | 1448.67 | 120.15 | −7.66 | 0.91 | 7 | 1408.27 | 1358.67 | 49.60 | −3.52 | 0.94 | 8 | 1331.81 | 1318.00 | 13.81 | −1.04 | 0.94 | 9 | 2595.61 | 2637.33 | 41.72 | 1.61 | 0.92 | 10 | 2651.20 | 2709.67 | 58.47 | 2.21 | 0.91 | 11 | 1631.40 | 1703.33 | 71.93 | 4.41 | 0.92 | 12 | 2892.98 | 2626.67 | 266.31 | −9.21 | 0.90 | 13 | 1904.25 | 1966.00 | 61.75 | 3.24 | 0.93 | 14 | 2704.79 | 2832.67 | 127.87 | 4.73 | 0.93 | 15 | 1602.26 | 1545.67 | 56.59 | −3.53 | 0.93 | 16 | 1565.97 | 1491.67 | 74.30 | −4.74 | 0.93 | 17 | 2408.85 | 2376.00 | 32.85 | −1.36 | 0.90 | 18 | 5336.28 | 5180.33 | 155.95 | −2.92 | 0.93 | 19 | 1102.16 | 1139.33 | 37.17 | 3.37 | 0.91 | 20 | 2363.25 | 2466.00 | 102.75 | 4.35 | 0.94 | 21 | 1202.18 | 1102.57 | 99.61 | −8.29 | 0.92 | 22 | 1801.65 | 1681.30 | 120.35 | −6.68 | 0.93 | 23 | 1749.51 | 1647.10 | 102.41 | −5.85 | 0.93 | 24 | 1558.69 | 1540.53 | 18.16 | −1.17 | 0.95 | 25 | 1797.16 | 1642.74 | 154.42 | −8.59 | 0.92 | 26 | 1749.79 | 1709.54 | 40.25 | −2.30 | 0.94 | 27 | 1017.20 | 974.51 | 42.69 | −4.20 | 0.92 | 28 | 942.02 | 879.72 | 62.30 | −6.61 | 0.91 | 29 | 2248.62 | 2062.40 | 186.22 | −8.28 | 0.91 | 30 | 1006.68 | 944.81 | 61.87 | −6.15 | 0.92 | 31 | 798.90 | 753.67 | 45.23 | −5.66 | 0.92 | 32 | 1591.80 | 1449.90 | 141.90 | −8.91 | 0.92 | 33 | 2072.80 | 1975.49 | 97.31 | −4.69 | 0.95 | 34 | 1753.76 | 1614.09 | 139.68 | −7.96 | 0.92 |
| Avg. | 1935.16 | 1890.93 | 81.18 | −2.78 | 0.92 | Std. dev. | 895.08 | 901.41 | 57.36 | 4.39 | 0.01 |
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