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Performance of the deep learning model on test set.
| Metric | Value (95% CI) |
|---|---|
| AUROC | 0.708 (0.696–0.721) |
| AUPRC | 0.875 (0.864–0.885) |
| F1-score | 0.750 (0.704–0.797) |
| Sensitivity | 0.670 (0.603–0.738) |
| Specificity | 0.649 (0.610–0.688) |
| PPV | 0.864 (0.855–0.873) |
| NPV | 0.382 (0.346–0.418) |
AUPRC: area under the precision-recall curve; AUROC: area under the receiver operating characteristic curve; CI: confidence interval; NPV: negative predictive value; PPV: positive predictive value.
