Table 1 Performance on community-based eye disease screening
Model Name | Evaluation metrics | AMD (n = 287) | DR (n = 337) | PM (n = 151) | Normal fundus (n = 1115) |
|---|---|---|---|---|---|
RETFound-enhanced Model | Sensitivity | 75.96 (218) | 95.25 (321) | 100 (151) | / |
Specificity | / | / | / | 92.47 (1031) | |
Model S | Sensitivity | 61.32 (176) | 78.93 (266) | 59.60 (90) | / |
Specificity | / | / | / | 77.67 (866) | |
Model Y | Sensitivity | 59.23 (170) | 71.22 (240) | 72.19 (109) | / |
Specificity | / | / | / | 73.63 (821) |
