Table 2.
3D | Feature class | Image type | Total features (n) | ICC ≥ 0.75 (n) | ICC ≥ 0.75 (%) | ICC ≥ 0.90 (n) | ICC ≥ 0.90 (%) |
---|---|---|---|---|---|---|---|
CT | First order | LoG | 72 | 64 | 88.89 | 44 | 61.11 |
Original | 18 | 14 | 77.78 | 9 | 50.00 | ||
Wavelet | 144 | 114 | 79.17 | 93 | 64.58 | ||
GLCM | LoG | 88 | 86 | 97.73 | 65 | 73.86 | |
Original | 22 | 22 | 100.00 | 19 | 86.36 | ||
Wavelet | 176 | 169 | 96.02 | 153 | 86.93 | ||
GLDM | LoG | 56 | 50 | 89.29 | 24 | 42.86 | |
Original | 14 | 13 | 92.86 | 8 | 57.14 | ||
Wavelet | 112 | 98 | 87.50 | 71 | 63.39 | ||
GLRLM | LoG | 64 | 62 | 96.88 | 30 | 46.88 | |
Original | 16 | 14 | 87.50 | 9 | 56.25 | ||
Wavelet | 128 | 112 | 87.50 | 86 | 67.19 | ||
GLSZM | LoG | 64 | 46 | 71.88 | 19 | 29.69 | |
Original | 16 | 11 | 68.75 | 2 | 12.50 | ||
Wavelet | 128 | 93 | 72.66 | 67 | 52.34 | ||
Shape | Original | 14 | 12 | 85.71 | 7 | 50.00 | |
Overall | 1132 | 980 | 86.57 | 706 | 62.37 | ||
T1w | First order | LoG | 72 | 67 | 93.06 | 43 | 59.72 |
Original | 18 | 12 | 66.67 | 7 | 38.89 | ||
Wavelet | 144 | 121 | 84.03 | 89 | 61.81 | ||
GLCM | LoG | 88 | 77 | 87.50 | 47 | 53.41 | |
Original | 22 | 16 | 72.73 | 10 | 45.45 | ||
Wavelet | 176 | 151 | 85.80 | 125 | 71.02 | ||
GLDM | LoG | 56 | 42 | 75.00 | 24 | 42.86 | |
Original | 14 | 9 | 64.29 | 7 | 50.00 | ||
Wavelet | 112 | 85 | 75.89 | 60 | 53.57 | ||
GLRLM | LoG | 64 | 50 | 78.13 | 31 | 48.44 | |
Original | 16 | 9 | 56.25 | 6 | 37.50 | ||
Wavelet | 128 | 99 | 77.34 | 77 | 60.16 | ||
GLSZM | LoG | 64 | 47 | 73.44 | 21 | 32.81 | |
Original | 16 | 10 | 62.50 | 5 | 31.25 | ||
Wavelet | 128 | 97 | 75.78 | 55 | 42.97 | ||
Shape | Original | 14 | 14 | 100.00 | 11 | 78.57 | |
Overall | 1132 | 906 | 80.04 | 618 | 54.59 | ||
T2w | First order | LoG | 72 | 70 | 97.22 | 53 | 73.61 |
Original | 18 | 17 | 94.44 | 11 | 61.11 | ||
Wavelet | 144 | 126 | 87.50 | 94 | 65.28 | ||
GLCM | LoG | 88 | 81 | 92.05 | 69 | 78.41 | |
Original | 22 | 21 | 95.45 | 15 | 68.18 | ||
Wavelet | 176 | 169 | 96.02 | 145 | 82.39 | ||
GLDM | LoG | 56 | 55 | 98.21 | 41 | 73.21 | |
Original | 14 | 14 | 100.00 | 9 | 64.29 | ||
Wavelet | 112 | 106 | 94.64 | 73 | 65.18 | ||
GLRLM | LoG | 64 | 64 | 100.00 | 53 | 82.81 | |
Original | 16 | 16 | 100.00 | 11 | 68.75 | ||
Wavelet | 128 | 122 | 95.31 | 92 | 71.88 | ||
GLSZM | LoG | 64 | 62 | 96.88 | 46 | 71.88 | |
Original | 16 | 16 | 100.00 | 11 | 68.75 | ||
Wavelet | 128 | 122 | 95.31 | 70 | 54.69 | ||
Shape | Original | 14 | 14 | 100.00 | 9 | 64.29 | |
Overall | 1132 | 1075 | 94.97 | 802 | 70.85 |