TABLE 3.
AUROC (95% CI) | *p-value | Sensitivity, % (95% CI) | Specificity, % (95% CI) | Accuracy, % (95% CI) | PPV, % (95% CI) | NPV, % (95% CI) | |
Internal validation | |||||||
yes MF | 0.938 (0.913–0.962) | 0.65 | 85.4 (77.6–93.7) | 90.4 (79.8–95.6) | 87.2 (82.8–90.6) | 94.0 (89.3–97.2) | 77.3 (69.9–87.6) |
no MF | 0.952 (0.896–1) | \ | 94.4 (83.3–100) | 95.0 (87.9–100) | 94.1 (88.9–97.8) | 86.8 (73.9–100) | 97.8 (94.1–100) |
External testing 1 | |||||||
yes MF | 0.884 (0.849–0.918) | 0.67 | 78.1 (67.0–85.6) | 88.8 (80.8–96.8) | 81.8 (76.8–86.2) | 92.1 (87.8–97.2) | 70.1 (62.6–77.6) |
no MF | 0.896 (0.851–0.941) | \ | 83.5 (68.4–93.7) | 83.3 (72.2–94.4) | 83.4 (77.6–88.3) | 75.8 (66.4–89.6) | 88.8 (82.4–94.9) |
External testing 2 | |||||||
yes MF | 0.926 (0.879–0.972) | 0.47 | 87.8 (75.7–97.3) | 90.2 (78.7–98.4) | 88.9 (83.7–93.3) | 91.8 (84.3–98.5) | 86.6 (76.3–96.2) |
no MF | 0.900 (0.849–0.951) | \ | 79.7 (62.3–95.7) | 90.5 (68.3–100) | 83.3 (78.0–88.6) | 90.0 (75.9–100) | 80.3 (70.0–94.8) |
External testing 3 | |||||||
yes MF | 0.883 (0.847–0.919) | < 0.001 | 74.7 (64.9–86.8) | 90.1 (76.2–97.0) | 78.6 (72.3–85.4) | 95.5 (91.2–98.6) | 54.8 (47.7–67.5) |
no MF | 0.965 (0.937–0.992) | \ | 90.9 (78.8–98.5) | 94.2 (82.7–100) | 91.5 (86.4–95.8) | 94.7 (87.5–100) | 89.3 (78.1–98.0) |
External testing 4 | |||||||
yes MF | 0.941 (0.916–0.966) | 0.95 | 85.7 (79.9–91.2) | 94.7 (87.7–100) | 86.7 (81.7–91.2) | 99.3 (98.3–100) | 44.4 (36.3–55.4) |
no MF | 0.940 (0.918–0.962) | \ | 84.7 (77.2–90.9) | 91.8 (85.4–97.5) | 87.5 (84.0–90.7) | 94.1 (90.2–97.9) | 79.8 (73.1–86.4) |
External testing 5 | |||||||
yes MF | 0.923 (0.897–0.949) | 0.93 | 87.8 (78.1–92.3) | 88.3 (81.3–95.3) | 87.6 (83.4–90.6) | 92.5 (88.9–96.6) | 80.8 (71.5–87.1) |
no MF | 0.925 (0.902–0.947) | \ | 78.8 (73.0–84.2) | 95.5 (92.6–97.6) | 89.2 (86.7–91.5) | 91.2 (86.0–95.2) | 88.4 (85.8–91.0) |
*Z-test was used to compare the AUROC values between yes/no myopic features groups. p-values in bold were AUROC values with significant difference.