Table 2. Average dice coefficients, sensitivity and precision of the proposed method in Optima dataset.
GC [43] | KGC [44] | Method in [31] | Method in [52] | Method in [53] | Prop. Method | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sub | E.1 | E. 2 | Ave. | E.1 | E. 2 | Ave. | E.1 | E. 2 | Ave. | E. 1 | E. 2 | Ave. | E. 1 | E. 2 | Ave. | Expr.1 | Expr. 2 | Ave. | |
Dice Coeff. | 1 | 73.49 | 72.96 | 73.22 | 80.43 | 79.10 | 79.76 | 71.40 | 68.17 | 69.78 | 61 | 56 | 58.5 | 72 | 76 | 74 | 82.96 | 82.90 | 83.02 |
2 | 73.90 | 71.68 | 72.79 | 55.10 | 55.11 | 55.10 | 45.49 | 45.81 | 45.65 | 79 | 76 | 77.5 | 84 | 84 | 84 | 78.11 | 79.09 | 77.13 | |
3 | 78.46 | 82.33 | 80.40 | 75.35 | 79.34 | 77.35 | 69.54 | 65.01 | 67.27 | 43 | 42 | 42.5 | 72 | 75 | 73.5 | 82.23 | 80.36 | 84.10 | |
4 | 78.12 | 77.91 | 78.01 | 71.78 | 71.56 | 71.67 | 71.15 | 72.55 | 71.85 | 46 | 45 | 45.5 | 64 | 67 | 65.5 | 80.75 | 80.87 | 80.63 | |
Ave. | 75.99 | 76.22 | 76.10 | 70.66 | 71.27 | 70.97 | 64.39 | 62.88 | 63.63 | 57.25 | 54.75 | 56 | 73 | 75.5 | 74.25 | 81.01 | 80.80 | 81.22 | |
Sensitivity | 1 | 70.81 | 69.95 | 70.38 | 82.19 | 78.56 | 80.37 | 72.49 | 66.75 | 69.62 | NA | NA | NA | NA | NA | NA | 84.43 | 80.94 | 82.68 |
2 | 96.79 | 92.25 | 94.52 | 99.04 | 94.54 | 96.79 | 70.45 | 64.71 | 67.58 | NA | NA | NA | NA | NA | NA | 98.94 | 94.45 | 96.70 | |
3 | 75.72 | 81.49 | 78.60 | 85.13 | 90.95 | 88.04 | 47.38 | 54.84 | 51.11 | NA | NA | NA | NA | NA | NA | 85.18 | 90.75 | 87.96 | |
4 | 78.78 | 78.54 | 78.66 | 80.59 | 80.22 | 80.40 | 77.79 | 77.56 | 77.67 | NA | NA | NA | NA | NA | NA | 84.49 | 83.70 | 84.09 | |
Ave. | 80.52 | 80.55 | 80.54 | 86.73 | 86.06 | 86.40 | 67.02 | 65.96 | 66.49 | NA | NA | NA | NA | NA | NA | 88.26 | 87.46 | 87.85 | |
Precision | 1 | 93.00 | 95.71 | 94.36 | 85.06 | 86.55 | 85.81 | 54.87 | 59.61 | 57.24 | NA | NA | NA | NA | NA | NA | 84.03 | 87.53 | 85.78 |
2 | 74.36 | 74.45 | 74.40 | 54.18 | 54.14 | 54.16 | 51.12 | 51.34 | 51.23 | NA | NA | NA | NA | NA | NA | 78.48 | 78.58 | 78.53 | |
3 | 94.89 | 96.10 | 95.49 | 79.88 | 79.96 | 79.92 | 30.93 | 37.99 | 34.46 | NA | NA | NA | NA | NA | NA | 85.45 | 85.48 | 85.47 | |
4 | 96.97 | 97.24 | 97.11 | 88.62 | 88.99 | 88.81 | 54.98 | 59.50 | 57.24 | NA | NA | NA | NA | NA | NA | 93.20 | 93.58 | 93.39 | |
Ave. | 89.80 | 90.87 | 90.34 | 76.93 | 77.41 | 77.17 | 47.97 | 52.11 | 50.04 | NA | NA | NA | NA | NA | NA | 85.29 | 86.29 | 85.79 |