Table 3.
AUC values obtained for the proposed model for each dataset used
| Dataset | Class | AUC |
|---|---|---|
| Brain tumor dataset 1 | Glioma | 0.96 |
| Meningioma | 0.95 | |
| Healthy | 0.93 | |
| Pituitary | 0.99 | |
| General (average ± standard deviation) | 0.9575 ± 0.0250 | |
| Brain tumor dataset 2 | GBM | 0.97 |
| LGG | 0.99 | |
| General | 0.98 ± 0.0141 | |
| AD dataset | Moderate demented | 1 |
| Mild demented | 1 | |
| Very mild demented | 1 | |
| Healthy | 1 | |
| General | 1 ± 0 | |
| Merged dataset | GBM | 0.97 |
| LGG | 0.99 | |
| Moderate demented | 1 | |
| Mild demented | 1 | |
| Very mild demented | 1 | |
| Healthy | 1 | |
| Meningioma | 0.96 | |
| Pituitary | 1 | |
| General | 0.99 ± 0.016 |