Table 2.
The performance of the anomaly detection model in detecting abnormal fundus images in the internal and external test sets.
| Test data sets | Area under the receiver operating characteristic curve (95% CI)a | Proportion (%) (95% CI)b | ||
|
|
|
Accuracy | Sensitivity | Specificity |
| Internal test set | 0.896 (0.891- 0.900) | 82.67 (82.10-83.22) | 82.69 (81.94-83.42) | 82.63 (81.74-83.49) |
| Local-2 | 0.900 (0.893-0.906) | 83.35 (82.63-84.04) | 83.25 (82.52-83.97) | 85.19 (81.90-88.07) |
aThe binomial exact 95% CI was calculated for each are under the receiver operating characteristic curve.
bThe Wilson score was applied to calculate the Wilson 95% CI for accuracy, sensitivity, and specificity.