Table 8 Results of ablation experiments on different scale combinations on the NEH dataset.
From: A novel approach for automatic classification of macular degeneration OCT images
Method | Accuracy (%) | Sensitivity (%) | Specificity (%) |
|---|---|---|---|
EfficientNetB0 + SA + Multi-Scale(3, 5) | 97.9 | 97.7 | 99.5 |
EfficientNetB0 + SA + Multi-Scale(3, 7) | 97.8 | 97.6 | 98.7 |
EfficientNetB0 + SA + Multi-Scale(5, 7) | 98.0 | 97.9 | 98.9 |
EfficientNetB0 + SA + Multi-Scale(3, 5, 7) | 98.1 | 97.9 | 98.0 |
