Table 2 Comparison of the proposed model with existing models for optic disc localization using the DRIONS-DB dataset.
Methods | Dice | IOU | Prediction time(s) | Hardware settings |
|---|---|---|---|---|
Mannis et al.40 | 0.97 | 0.94 | 0.65 | NVIDIA TITAN-X GPU |
Ramani et al.41 | 0.82 | 0.89 | 1.41 | Intel(R) Core(TM), 1.70 GHz |
Morales et al.42 | 0.90 | 0.84 | – | – |
Sevatoplsky et al.43 | 0.94 | 0.89 | 0.13 | NVIDIA GRID (Kepler GK104) |
Walter et al.44 | 0.68 | 0.62 | – | – |
U-Net | 0.94 | 0.88 | 0.11 | NVIDIA Tesla K80 |
Attention U-Net | 0.94 | 0.89 | 0.19 | NVIDIA Tesla K80 |
U3D-Net Localizer | 0.95 | 0.91 | 0.03 | NVIDIA Tesla K80 |
