Table 1.

Automated Disease Diagnosis Performance

Metric	DR Diagnosis	AMD Diagnosis	Glaucoma Diagnosis	Eye Disease Diagnosis
Overall accuracy	90.19 ± 2.03%	94.53 ± 0.71%	89.25 ± 1.75%	79.43 ± 2.01%
Sensitivity	90.00 ± 2.34%	88.28 ± 5.60%	71.67 ± 4.08%
Specificity	90.27 ± 1.99%	96.88 ± 1.76%	94.39 ± 1.98%
AUC of ROC	0.95 ± 0.01	0.98 ± 0.01	0.91 ± 0.02
AUC of precision recall	0.91	0.95	0.71
Quadratic-weighted kappa	0.78 ± 0.05	0.86 ± 0.02	0.68 ± 0.05	0.57 ± 0.05

AMD = age-related macular degeneration; AUC = area under the curve; DR = diabetic retinopathy; ROC = receiver operating characteristic.