Training cohort | Validation cohort | |||||||
---|---|---|---|---|---|---|---|---|
Models | AUC | Sensitivity (%) | Specificity (%) | Accuracy (%) | AUC | Sensitivity (%) | Specificity (%) | Accuracy (%) |
All-K | 0.974 (0.967–0.982) | 78.3 (77.8–78.7) | 86.6 (86.0–87.2) | 85.0 (84.4–85.6) | 0.938 (0.934–0.941) | 54.5 (53.5–55.6) | 95.1 (94.7–95.6) | 73.1 (72.5–73.6) |
LC-K | 0.959 (0.956–0.962) | 87.0 (85.8–88.1) | 90.7 (89.5–92.0) | 90.0 (89.2–90.8) | 0.863 (0.857–0.887) | 72.7 (72.1–73.4) | 87.8 (86.2–89.4) | 84.6 (84.0–85.3) |
TLCO-K | 0.970 (0.964–0.977) | 73.9 (73.4–74.4) | 92.8 (90.9–94.7) | 89.2 (88.5–89.8) | 0.314 (0.201–0.426) | 0 (-0.2–0.2) | 85.3 (84.4–86.2) | 67.3 (66.7–67.9) |
PIZZA-K | 0.994 (0.986–1.00) | 82.6 (81.9–83.3) | 76.2 (76.1–76.5) | 77.5 (76.8–78.2) | 0.688 (0.673–0.704) | 9.1 (8.8–9.4) | 78.0 (77.5–78.6) | 80.6 (79.8–81.3) |