Table 5.
Model performance of the NN with all radiomics analysis features and traditional semantic features with fivefold cross-validation in the accuracy, sensitivity, specificity, and AUC for the test data set
| All radiomics features | Traditional semantic features | |
|---|---|---|
| Accuracy (%) | 85.4 | 55.7 |
| Specificity (%) | 88.6 | 61.8 |
| Sensitivity (%) | 80.0 | 36.0 |
| AUC | 0.92 | 0.50 |
AUC, area under the curve; NN, neural network.