TABLE VI.
COMPARISION WITH THE STATE-OF-ARTS METHODS.
Model | Data Dim. | AUC | ACC | SEN | SPE | p-value |
---|---|---|---|---|---|---|
HF | 2.5D | 0.85 (±0.06) |
0.81 | 0.8.3 | 0.79 | <0.0001 |
eHF | 3D | 0.86 (±0.05) |
0.80 | 0.87 | 0.73 | <0.0001 |
Geometry + Intensity | - | 0.83 (±0.073) |
0.80 | 0.80 | 0.80 | <0.0001 |
3D-GLCMCNN | 3D |
0.91 (±0.05) |
0.87 | 0.90 | 0.71 | 1.0000 |
ACC, SEN and SPE are short for accuracy, sensitivity and specificity.