TABLE 4.
Statistical significance of model performance differences across elastography modalities based on the DeLong Test.
| Elastography | Model 1 | Model 2 | P-value |
|---|---|---|---|
| Shear-wave | DenseNet-121 | GoogleNet | 0.008 |
| DenseNet-121 | ResNet-50 | 0.045 | |
| DenseNet-121 | EfficientNet-B6 | 0.030 | |
| GoogleNet | ResNet-50 | 0.650 | |
| GoogleNet | EfficientNet-B6 | 0.420 | |
| ResNet-50 | EfficientNet-B6 | 0.580 | |
| Strain | GoogleNet | DenseNet-121 | < 0.001 |
| GoogleNet | ResNet-50 | < 0.001 | |
| GoogleNet | EfficientNet-B6 | < 0.001 | |
| DenseNet-121 | ResNet-50 | 0.320 | |
| DenseNet-121 | EfficientNet-B6 | 0.150 | |
| ResNet-50 | EfficientNet-B6 | 0.220 | |
| Doppler | GoogleNet | DenseNet-121 | 0.010 |
| GoogleNet | ResNet-50 | < 0.001 | |
| GoogleNet | EfficientNet-B6 | < 0.001 | |
| DenseNet-121 | ResNet-50 | 0.120 | |
| DenseNet-121 | EfficientNet-B6 | 0.050 | |
| ResNet-50 | EfficientNet-B6 | 0.480 |