From: A supervised visual model for finding regions of interest in basal cell carcinoma images
Method | Magnifications | Sensitivity (%) | Specificity (%) |
---|---|---|---|
Itti's | × 4 | 63.8 ± 5.8 | 62.5 ± 0.3 |
× 10 | 56.3 ± 5.8 | 60.3 ± 1.4 | |
× 20 | 69.7 ± 2.8 | 73.5 ± 0.4 | |
× 40 | 67.7 ± 3.8 | 73.8 ± 0.7 | |
Achanta's | × 4 | 60.7 ± 8.8 | 62.6 ± 0.6 |
× 10 | 53.1 ± 7.8 | 60.6 ± 3.1 | |
× 20 | 54.8 ± 5.8 | 69.6 ± 4.1 | |
× 40 | 54.8 ± 3.8 | 74.7 ± 5.4 | |
Ours | × 4 | 70.2 ± 13.8 | 56.5 ± 6.8 |
× 10 | 71.2 ± 9.8 | 52.1 ± 9.2 | |
× 20 | 79.8 ± 6.8 | 77.6 ± 5.0 | |
× 40 | 70.7 ± 8.8 | 75.8 ± 5.0 |