Fig. 4

Confusion matrices and performance plots illustrating the predictive performance of the models in determining the presence of carotid plaque. AUPR, area under the precision-recall curve; AUROC, area under the receiver-operating characteristic curve; NPV, negative predictive value; PPV, positive predictive value.