Cohort | Model | AUC | Accuracy | Sensitivity | Specificity | PPV | NPV |
---|---|---|---|---|---|---|---|
Internal Validation | CFDL | 0.898 (0.834–0.964) | 77.8% (68.8-87.0%) | 76.7% (64.3-89.9% | 78.9% (65.8-91.9% | 80.5% (68.2-92.9% | 75.0% (61.3-89.1% |
DL | 0.835 (0.745–0.921) | 75.3% (65.4-84.8%) | 76.7 (63.9-89.1%) | 73.7% (58.9-87.9%) | 76.7% (63.5-89.6%) | 73.7% (59.4-87.3%) | |
CFRS | 0.812 (0.711–0.916) | 76.5% (67.3-85.9%) | 76.7% (64.2-89.7%) | 76.3% (62.7-89.8%) | 78.6% (65.7-91.2%) | 74.4% (60.8-88.5%) | |
RS | 0.757 (0.648–0.869) | 69.1% (59.1-79.3%) | 67.4% (53.1-81.7%) | 71.1% (57.0-85.4%) | 72.5% (58.6-86.3%) | 65.9% (51.5-80.4%) | |
External Validation | CFDL | 0.873 (0.806–0.938) | 86.5% (81.1-91.7%) | 91.9% (86.9-96.9%) | 72.1% (58.8-85.2%) | 89.6% (84.1-95.1%) | 77.5% (64.3-90.2%) |
DL | 0.837 (0.764–0.910) | 80.0% (73.7-86.5%) | 83.0% (76.3-90.2%) | 72.1% (58.4-85.8%) | 88.6% (82.2-94.9%) | 62.0% (48.5-76.2%) | |
CFRS | 0.832 (76.6-89.9%) | 79.4% (72.9-85.9%) | 89.3% (83.5-94.9%) | 53.5% (39.1-69.9%) | 83.3% (76.6-90.4%) | 65.7% (49.8-81.5%) | |
RS | 0.806 (0.731–0.883) | 81.3% (75.1-87.6%) | 97.3% (94.4-100%) | 39.5% (24.8-54.8%) | 80.7% (74.0-87.6%) | 85.0% (69.8-100%) |