BioMed Research International / 2018 / Article / Tab 3 / Research Article
Automatic Spine Tissue Segmentation from MRI Data Based on Cascade of Boosted Classifiers and Active Appearance Model Table 3 Comparison (percentage) of True Positive Fraction, False Negative Fraction, and False Fraction for automatically segmented data using presented method and manually segmented data from each expert.
Iteration Expert 1 Expert 2 Expert 3 Expert 4 Expert 5 Mean TPF FNF FF TPF FNF FF TPF FNF FF TPF FNF FF TPF FNF FF TPF FNF FF 0 85.69 14.31 81.50 86.46 13.54 81.13 83.33 16.67 79.05 83.72 16.28 79.23 87.70 12.30 80.81 85.38 14.62 80.34 1 88.76 11.24 86.81 89.69 10.31 86.76 86.18 13.82 84.03 86.62 13.38 84.31 90.86 9.14 86.28 88.42 11.58 85.64 2 90.02 9.98 88.58 91.13 8.87 88.91 87.51 12.49 86.00 87.95 12.05 86.27 92.18 7.82 88.15 89.76 10.24 87.58 3 91.08 8.92 89.74 92.22 7.78 90.13 88.58 11.42 87.23 89.00 11.00 87.45 93.42 6.58 89.65 90.86 9.14 88.84 4 91.56 8.44 90.14 92.68 7.32 90.50 89.06 10.94 87.68 89.52 10.48 87.97 93.87 6.13 90.00 91.34 8.66 89.26 5 91.97 8.03 90.51 93.13 6.87 90.93 89.43 10.57 87.97 89.89 10.11 88.25 94.21 5.79 90.20 91.73 8.27 89.57 6 92.14 7.86 90.61 93.29 6.71 91.00 89.66 10.34 88.18 90.08 9.92 88.41 94.36 5.64 90.24 91.91 8.09 89.69 7 92.11 7.89 90.58 93.28 6.72 91.02 89.63 10.37 88.15 90.03 9.97 88.34 94.38 5.62 90.31 91.89 8.11 89.68 8 92.19 7.81 90.70 93.30 6.70 91.02 89.70 10.30 88.25 90.13 9.87 88.51 94.39 5.61 90.28 91.94 8.06 89.75 9 92.04 7.96 90.57 93.20 6.80 90.99 89.58 10.42 88.16 90.01 9.99 88.42 94.32 5.68 90.32 91.83 8.17 89.69 10 92.03 7.97 90.54 93.20 6.80 90.99 89.56 10.44 88.14 89.99 10.01 88.37 94.22 5.78 90.10 91.80 8.20 89.63 11 92.14 7.86 90.64 93.24 6.76 90.95 89.63 10.37 88.17 90.05 9.95 88.38 94.36 5.64 90.27 91.88 8.12 89.68 12 92.24 7.76 90.71 93.37 6.63 91.06 89.77 10.23 88.28 90.17 9.83 88.49 94.45 5.55 90.30 92.00 8.00 89.77 13 92.24 7.76 90.71 93.37 6.63 91.06 89.77 10.23 88.28 90.17 9.83 88.49 94.45 5.55 90.30 92.00 8.00 89.77 14 92.45 7.55 91.11 93.56 6.44 91.42 89.93 10.07 88.61 90.33 9.67 88.79 94.56 5.44 90.49 92.17 7.83 90.08 15 92.44 7.56 91.07 93.56 6.44 91.40 89.95 10.05 88.63 90.35 9.65 88.80 94.52 5.48 90.40 92.17 7.83 90.06 16 92.58 7.42 91.21 93.65 6.35 91.45 90.06 9.94 88.71 90.47 9.53 88.90 94.55 5.45 90.31 92.26 7.74 90.11 17 92.61 7.39 91.19 93.67 6.33 91.41 90.09 9.91 88.69 90.49 9.51 88.87 94.56 5.44 90.23 92.28 7.72 90.08 18 92.64 7.36 91.19 93.68 6.32 91.37 90.10 9.90 88.66 90.54 9.46 88.92 94.56 5.44 90.19 92.31 7.69 90.07 19 92.70 7.30 91.21 93.75 6.25 91.39 90.18 9.82 88.72 90.60 9.40 88.94 94.60 5.40 90.16 92.37 7.63 90.09 20 92.61 7.39 91.07 93.68 6.32 91.30 90.11 9.89 88.62 90.55 9.45 88.87 94.53 5.47 90.05 92.30 7.70 89.98 21 92.75 7.25 91.17 93.78 6.22 91.33 90.25 9.75 88.73 90.67 9.33 88.94 94.65 5.35 90.10 92.42 7.58 90.05 22 92.75 7.25 91.17 93.78 6.22 91.30 90.26 9.74 88.72 90.69 9.31 88.97 94.63 5.37 90.05 92.42 7.58 90.04 23 92.74 7.26 91.12 93.78 6.22 91.28 90.25 9.75 88.71 90.69 9.31 88.96 94.64 5.36 90.07 92.42 7.58 90.03 24 92.71 7.29 91.09 93.74 6.26 91.24 90.23 9.77 88.70 90.68 9.32 88.96 94.61 5.39 90.03 92.39 7.61 90.00 25 92.78 7.22 91.14 93.78 6.22 91.21 90.30 9.70 88.74 90.74 9.26 88.98 94.70 5.30 90.11 92.46 7.54 90.04