ROP Retinal Segmentation — U-Net (ResNet50)
Multi-class segmentation of retinal structures in ROP screening images.
Dataset: HVDROPDB | Classes: Background · Vessel · OpticDisc · Ridge
Test Set Metrics
| Structure | IoU | Dice |
|---|---|---|
| Vessel | 0.1987 | 0.3280 |
| OpticDisc | 0.4838 | 0.6389 |
| Ridge | 0.5546 | 0.6925 |
| Mean | 0.4124 | 0.5531 |
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