Table 1.
Performance of the model for glaucoma diagnosis in terms of AUC, Sensitivity, and Specificity, based on three different scenarios: eyes Labeled as glaucoma due to “only optic disc abnormalities”, “optic disc or visual field abnormalities”, and “only visual field abnormalities” (presented as scenario 1, 2, and 3, respectively). P-values identified based on the method of DeLong. The significance level is p-value < 0.05
Characteristics | AUC (95% CI) | Sensitivity (95% CI) | Specificity (95% CI) | DeLong P-value |
---|---|---|---|---|
Scenario 1 | 0.98 (0.96 −0.99) | 0.96 (0.94–0.98) | 0.90 (0.88–0.92) | Scenario 1~ Scenario 2: P= 0.24 |
Scenario 2 | 0.96 (0.94–0.98) | 0.94 (0.91–0.96) | 0.87 (0.84–0.90) | Scenario 1~ Scenario 3: P= 0.03 |
Scenario 3 | 0.93 (0.90–0.95) | 0.91 (0.88–0.93) | 0.85 (0.82–0.88) | Scenario 2~ Scenario 3: P= 0.12 |