Results on the EyePACs dataset across DR grades, given in accuracy, sensitivity, specificity, and AUC with a 95% CI
DR grade | 2 | 3 | 4 | Ungradable |
Sensitivity (CI) | 0.680 (0.591 to 0.756) | 0.667 (0.472 to 0.806) | 0.869 (0.853 to 0.884) | 0.846 (0.652 to 0.957) |
Specificity (CI) | 0.958 (0.906 to 0.984) | 0.960 (0.791 to 1) | 0.845 (0.821 to 0.866) | 0.688 (0.400 to 0.882) |
AUC (CI) | 0.910 (0.866 to 0.941) | 0.887 (0.758 to 0.954) | 0.929 (0.918 to 0.938) | 0.772 (0.904 to 0.968) |
CI noted in parentheses.
DR, diabetic retinopathy.