Early prediction of unplanned critical care transfers in children using EHR-based ensemble machine learning
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Background: Early recognition of unplanned ICU transfer is critical for improving outcomes, yet existing pediatric warning systems lack accuracy and timeliness. We developed machine learning models predicting unplanned ICU transf... ...