TABLE II. Comparison Between the Proposed Method and the Existing State-of-the-Art Methods in the Chest X-Ray Dataset.
Dataset | Methods | Accuracy | Precision | Sensitivity | Score | Specificity |
Dataset-1 | Chowdhury et al. | 0.9774 | 0.9661 | 0.9661 | 0.9661 | 0.9831 |
Asnaoui et al. | 0.922 | 0.924 | 0.921 | 0.921 | 0.960 | |
Ucar et al. | 0.983 | – | 0.983 | – | 0.991 | |
Apostolopoulos et al. | 0.947 | – | 0.986 | – | 0.964 | |
Proposed | 0.990 | 0.982 | 0.997 | 0.996 | 0.996 | |
Dataset-2 | Afshar et al. | 0.983 | – | 0.8 | – | 0.986 |
Goel et al. | 0.978 | 0.929 | 0.977 | 0.953 | 0.962 | |
Panahi et al. | 0.96 | – | 0.96 | – | – | |
Proposed | 0.989 | 0.986 | 0.99 | 0.993 | 0.99 |