Table 2 Comparison of the predictive performance of the MLP model and previous published scales in the testing set.
From: Multilayer perceptron-based prediction of stroke mimics in prehospital triage
AUC (95% CI) | Sensitivity | Specificity | Youden index | |
|---|---|---|---|---|
MLP model | 0.855 (0.780–0.913) | 0.708 | 0.916 | 0.626 |
FABS | 0.715 (0.625–0.793) | 0.625 | 0.730 | 0.357 |
TM-Score | 0.646 (0.554–0.731) | 0.792 | 0.557 | 0.384 |