Training cohort | Validation cohort | |||||||
---|---|---|---|---|---|---|---|---|
Models | AUC | Sensitivity (%) | Specificity (%) | Accuracy (%) | AUC | Sensitivity (%) | Specificity (%) | Accuracy (%) |
All-K | 0.877 (0.870–0.884) | 74.0 (73.5–74.5) | 90.0 (89.4–90.6) | 83.3 (82.8–83.9) | 0.866 (0.863–0.870) | 76.2 (75.0–78.2) | 74.2 (71.3–74.5) | 75.0 (74.5–75.5) |
LC-K | 0.938 (0.935–0.940) | 84.0 (82.9–85.1) | 91.4 (90.1–92.7) | 88.3 (87.5–89.2) | 0.802 (0.800–0.807) | 79.2 (75.6–76.8) | 83.9 (82.3–85.5) | 80.8 (80.2–81.4) |
TLCO-K | 0.922 (0.912–0.928) | 82.0 (81.4–82.6) | 84.3 (82.4–86.2) | 83.3 (82.3–83.9) | 0.800 (0.785–0.816) | 57.1 (55.7–58.5) | 80.6 (79.9–81.3) | 71.2 (70.6–71.7) |
PIZZA-K | 0.922 (0.914–0.929) | 72.0 (71.5–72.5) | 90.0 (89.9–90.0) | 82.5 (81.7–83.3) | 0.800 (0.784–0.958) | 85.7 (85.1–86.2) | 51.6 (51.1–52.1) | 65.4 (64.9–65.9) |