Work | Target lesion | sensitivity | Segmentation network sensitivity |
Haloi [15] | Micro-aneurisms | 50% (1 FPI), 70% (10 FPI) | 48% (6.8 FPI) |
Prentasic [10] | exudates | 77% (σ = 0.2) | 88 to 94% (3 FPI) |
Van Grinsen [12] | hemorrhages | 79% (1 FPI, 8 px center) 89% (10 FPI) | 87% (10 FPI) |