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AUROC for detecting each infection by Multilayer Perceptron Neural Network. PNM – pneumonia; VAP - ventilator-associated pneumonia; UTI - urinary tract infection; SSI - surgical site infection; BSI - bloodstream infection; TRACH – tracheobronchitis; ROC - receiver operating curve; AUC – area under curve.
