Table 5. Evaluation results of 3D CA-ResNet throughout 5-fold cross validation.
| Fold test | Sensitivity/TPR | Specificity | Accuracy | Precision/PPV | NPV |
|---|---|---|---|---|---|
| 1st fold | 80.76% | 88.30% | 87.08% | 57.27% | 95.94% |
| 2nd fold | 80.00% | 80.25% | 80.21% | 42.86% | 95.59% |
| 3rd fold | 95.52% | 75.06% | 77.92% | 38.32% | 99.04% |
| 4th fold | 81.11% | 88.97% | 87.50% | 62.93% | 95.33% |
| 5th fold | 78.46% | 90.84% | 89.71% | 57.30% | 96.42% |
| Total | 83.17% | 84.68% | 84.48% | 51.74% | 96.46% |
3D CA-ResNet, three-dimensional coordinate attention residual network; TPR, true positive rate; PPV, positive predictive value; NPV, negative predictive value.