Table 2 Diagnostic efficacy of ResNet-34
From: Diagnosis and detection of pneumonia using weak-label based on X-ray images: a multi-center study
| Â | AUC | AUC (95%CI) | Accuracy | Sensitivity | Specificity |
|---|---|---|---|---|---|
Training set | 0.9998 | 0.9997–0.9999 | 99.34% | 99.36% | 99.37% |
Validation set | 0.9979 | 0.9961–0.9993 | 98.46% | 98.59% | 98.10% |
Test set | 0.9949 | 0.9910–0.9981 | 98.29% | 99.29% | 95.57% |
External validation set | 0.9835 | 0.9806–0.9864 | 94.62% | 92.35% | 99.15% |