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Standard depiction of the features in five categories.
| Methods | Chest X-ray Image Database |
CT Scan Image Database |
||
|---|---|---|---|---|
| Accuracy (%) | Value of Kappa | Accuracy (%) | Value of Kappa | |
| Texture (T) | 88.8 | 0.83 | 96.4 | 0.92 |
| FFT (F) | 90.5 | 0.85 | 95.8 | 0.91 |
| DWT (D) | 95.3 | 0.93 | 96.5 | 0.92 |
| GLCM (G) | 94.3 | 0.91 | 96.2 | 0.92 |
| GLDM (g) | 93 | 0.89 | 96.9 | 0.93 |
| Proposed Deep Covix-net model (T + F + D + G +g) | 96.8 | 0.94 | 97 | 0.94 |
