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Fig. 3 | BMC Pediatrics

Fig. 3

From: Early prediction of need for invasive mechanical ventilation in the neonatal intensive care unit using artificial intelligence and electronic health records: a clinical study

Fig. 3

Predictive performance based on the proposed method, Random Forest, XGBoost, XGBoost (SpO2, FiO2), and NEWS. a Receiver operating characteristic (ROC) curves, b Precision-recall curves. Abbreviations: AUROC, area under the receiver operating characteristic; AUPRC, area under the precision-recall curve; NEWS, Newborn early warning score system; ROC, receiver operating characteristic; XGBoost, extreme gradient boosting

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BMC Pediatrics

ISSN: 1471-2431

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