TABLE 3.
Diagnostic accuracy on dataset.
| Networks | Image types used in training | Accuracy | |
| SMC dataset | Open source dataset | ||
| Baseline (Resnet-50) | Broad-beam | 0.700 (B:0.818/S:0.587) |
0.653 |
| Broad-beam, Slit-beam | 0.811 (B:0.795/S:0.826) |
0.642 | |
| Proposed method | Broad-beam, Slit-beam | 0.878 (B:0.909/S:0.848) |
0.714 |
SMC, Samsung Medical Center. B represents accuracy for only broad-beam images and S represents accuracy for only slit-beam images.