Summary statistics for the diagnostic performance of the cataract AI ambulatory site in a real-world tertiary referral pattern
| AUC | ACC | SEN | SPE | ||
| Cataract diagnosis | Normal | 94.35% (89.57%, 99.14%) | 88.18% (84.20%, 91.46%) | 71.25% (60.05%, 80.82%) | 93.60% (89.81%, 96.30%） |
| Cataract | 95.96% (93.16%, 98.75%) | 88.79% (84.88%, 91.98%) | 92.00% (87.33%, 95.36%) | 83.85% (76.37%, 89.71%) | |
| Postoperative | 99.64% (98.10%, 100%) | 98.18% (96.08%, 99.39%) | 96.00% (86.29%, 99.51%) | 98.57% (96.38%, 99.61%) | |
| Severity evaluation | Severe nuclear (III–V) | 91.51% (86.13%, 96.88%) | 79.50% (73.23%, 94.87%) | 73.00% (63.20%, 81.39%) | 86.00% (77.63%, 92.13%) |
| Mild nuclear (I–II) | 91.51% (85.64%, 97.37%) | 79.50% (73.23%, 94.87%) | 86.00% (77.63%, 92.13%) | 73.00% (63.20%, 81.39%) |
ACC=(TP+TN)/(TP+TN+FP+FN); SEN=TP/(TP+FN); SPE=TN/(TN+FP).
ACC, accuracy; AUC, area under the curve; FN, false negative; FP, false positive; SEN, sensitivity; SPE, specificity; TN, true negative; TP, true positive.