Table 3.
Area Under the Curve (AUC) achieved by different models (%).
| Model | Normal | LUAD | LUSC |
|---|---|---|---|
| Inception v3 | 0.990 | 0.956 | 0.966 |
| ResNet18 | 0.979 | 0.966 | 0.971 |
| ResNet34 | 0.984 | 0.967 | 0.973 |
| ResNet50 | 0.988 | 0.969 | 0.973 |
| ResNet101 | 0.992 | 0.972 | 0.974 |
| ResNet152 | 0.991 | 0.969 | 0.974 |
| DenseNet121 | 0.990 | 0.970 | 0.969 |
| DenseNet169 | 0.983 | 0.968 | 0.970 |
| DenseNet201 | 0.991 | 0.970 | 0.971 |
| DenseNet161 | 0.983 | 0.969 | 0.971 |
Bold font indicates best result obtained for predictions.