Table 3 Performance of bronchoscopy, classifier, and the combined procedures in the test set
Category | Bronchoscopy | Classifier * | Classifier & bronchoscopy combined |
|---|---|---|---|
N, total | 163 | 123 | 163 |
N, Lung cancer | 78 | 38 | 78 |
N, Benign disease | 85 | 85 | 85 |
Sensitivity (95% CI) | 51% (40-62%) | 92% (78-98%) | 96% (89-99%) |
Specificity (95% CI) | 100% (95-100%) | 53% (42-63%) | 53% (42-63%) |
NPV (95% CI) | 69% (60-77%) | 94% (83-98%) | 94% (83-98%) |
PPV (95% CI) | 100% (90-100%) | 47% (36-58%) | 65% (56-73%) |