Table 2.
No | Generation Method | AS Axial Accuracy (%) |
AS Coronal Accuracy (%) | AS Contrast- Enhanced Accuracy (%) |
|||
---|---|---|---|---|---|---|---|
1 | DenseNet201 | fc1000 layer | NCA | kNN | 98.81 | 94.16 | 92.61 |
2 | fc1000 layer | Chi2 | kNN | 97.51 | 93.07 | 90.91 | |
3 | fc1000 layer | RF | kNN | 98.71 | 94.66 | 91.80 | |
4 | avg_pool layer | NCA | kNN | 99.65 | 99.10 | 95.13 | |
5 | avg_pool layer | Chi2 | kNN | 99.15 | 98.30 | 94.40 | |
6 | avg_pool layer | RF | kNN | 99.60 | 98.90 | 95.05 | |
7 | ResNet50 | fc1000 layer | NCA | kNN | 98.41 | 94.66 | 93.10 |
8 | fc1000 layer | Chi2 | kNN | 97.11 | 92.12 | 90.83 | |
9 | fc1000 layer | RF | kNN | 98.56 | 94.16 | 92.37 | |
10 | avg_pool layer | NCA | kNN | 99.15 | 98.50 | 93.18 | |
11 | avg_pool layer | Chi2 | kNN | 98.81 | 97.11 | 91.48 | |
12 | avg_pool layer | RF | kNN | 99.10 | 98.00 | 93.34 | |
13 | ShuffleNet | Node200 layer | NCA | kNN | 98.76 | 91.37 | 92.45 |
14 | Node200 layer | Chi2 | kNN | 97.26 | 89.73 | 90.34 | |
15 | Node200 layer | RF | kNN | 97.76 | 90.97 | 91.31 | |
16 | Node202 layer | NCA | kNN | 98.71 | 95.61 | 92.78 | |
17 | Node202 layer | Chi2 | kNN | 98.76 | 94.81 | 91.48 | |
18 | Node202 layer | RF | kNN | 98.66 | 96.36 | 91.72 |