Table 4.
3D matching features. Number and percentage of matching stable features obtained with 3D contour-focused segmentation, as well as number and percentage of matching stable features with good (ICC ≥ 0.75) overall interobserver reliability across different imaging modalities and MRI sequences, grouped according to feature class and image type. GLCM, gray-level cooccurrence matrix; GLDM, gray-level dependence matrix; GLRLM, gray-level run length matrix; GLSZM, gray-level size zone matrix; ICC, intraclass correlation coefficient; LoG, Laplacian of Gaussian
3D | Feature class | Image type | Total features (n) | Matching features (n) | Matching features (%) | ICC ≥ 0.75 (n) | ICC ≥ 0.75 (%) |
---|---|---|---|---|---|---|---|
CT + MRI (T1w + T2w) | First order | LoG | 72 | 57 | 79.17 | 0 | 0 |
Original | 18 | 10 | 55.56 | 0 | 0 | ||
Wavelet | 144 | 97 | 67.36 | 0 | 0 | ||
GLCM | LoG | 88 | 75 | 85.23 | 4 | 5.33 | |
Original | 22 | 16 | 72.73 | 0 | 0 | ||
Wavelet | 176 | 147 | 83.52 | 6 | 4.08 | ||
GLDM | LoG | 56 | 37 | 66.07 | 5 | 13.51 | |
Original | 14 | 8 | 57.14 | 0 | 0 | ||
Wavelet | 112 | 72 | 64.29 | 6 | 8.33 | ||
GLRLM | LoG | 64 | 48 | 75.00 | 1 | 2.08 | |
Original | 16 | 7 | 43.75 | 0 | 0 | ||
Wavelet | 128 | 81 | 63.28 | 3 | 3.70 | ||
GLSZM | LoG | 64 | 34 | 53.13 | 0 | 0 | |
Original | 16 | 5 | 31.25 | 1 | 20.00 | ||
Wavelet | 128 | 72 | 56.25 | 6 | 8.33 | ||
Shape | Original | 14 | 12 | 85.71 | 11 | 91.67 | |
Overall | 1132 | 778 | 68.73 | 43 | 5.53 | ||
MRI (T1w + T2w) | First order | LoG | 72 | 65 | 90.28 | 8 | 12.31 |
Original | 18 | 12 | 66.67 | 0 | 0 | ||
Wavelet | 144 | 116 | 80.56 | 14 | 12.07 | ||
GLCM | LoG | 88 | 75 | 85.23 | 10 | 13.33 | |
Original | 22 | 16 | 72.73 | 2 | 12.50 | ||
Wavelet | 176 | 149 | 84.66 | 16 | 10.74 | ||
GLDM | LoG | 56 | 42 | 75.00 | 6 | 14.29 | |
Original | 14 | 9 | 64.29 | 1 | 11.11 | ||
Wavelet | 112 | 83 | 74.11 | 10 | 12.05 | ||
GLRLM | LoG | 64 | 50 | 78.13 | 3 | 6.00 | |
Original | 16 | 9 | 56.25 | 1 | 11.11 | ||
Wavelet | 128 | 96 | 75.00 | 10 | 10.42 | ||
GLSZM | LoG | 64 | 47 | 73.44 | 2 | 4.26 | |
Original | 16 | 10 | 62.50 | 0 | 0 | ||
Wavelet | 128 | 92 | 71.88 | 6 | 6.52 | ||
Shape | Original | 14 | 14 | 100.00 | 12 | 85.71 | |
Overall | 1132 | 885 | 78.18 | 101 | 11.41 |