Table 1. Comparison of three different methods for AD prediction.
Classifier | Accuracy | Sensitivity | Specificity | AUC |
---|---|---|---|---|
SVM | 0.90 | 0.939 | 0.851 | 0.97 |
3D-VGGNet | 0.95 | 0.914 | 1 | 0.994 |
3D-ResNet | 0.95 | 0.943 | 0.96 | 0.995 |
Classifier | Accuracy | Sensitivity | Specificity | AUC |
---|---|---|---|---|
SVM | 0.90 | 0.939 | 0.851 | 0.97 |
3D-VGGNet | 0.95 | 0.914 | 1 | 0.994 |
3D-ResNet | 0.95 | 0.943 | 0.96 | 0.995 |