From: Automated identification of retinopathy of prematurity by image-based deep learning
Definition | Clinical features | Accuracy | Sensitivity | Specificity | F1-score |
---|---|---|---|---|---|
Stage I | Demarcation line | 0.876 | 0.765 | 0.883 | 0.81 |
Stage II | Ridge | 0.942 | 0.550 | 0.973 | 0.52 |
Stage III | Ridge with extra retinal fibrovascular | 0.968 | 0.473 | 0.975 | 0.51 |
Stage IV | Subtotal retinal detachment | 0.998 | 0.867 | 0.998 | 0.93 |
Stage V | Total retinal detachment | 0.999 | 0.800 | 0.999 | 0.89 |
Plus disease | Dilation and tortuosity of retinal vessels | 0.896 | 0.713 | 0.907 | 0.78 |
Optic disc | Â | 0.954 | 0.945 | 0.917 | 0.96 |
Fovea | Â | 0.781 | 0.744 | 0.840 | 0.72 |
Laser scars | Â | 0.974 | 0.908 | 0.988 | 0.89 |