2023
DOI: 10.1016/j.jceh.2022.11.011
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Diagnostic Accuracy of Cord Bilirubin to Predict the Need for Phototherapy in Healthy Neonates >35-Week Gestational Age: A Systematic Review and Meta-Analysis

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“…Several works in the past have also tried to identify early predictors that could efficiently earmark neonates with an elevated risk of needing phototherapy. Potential markers explored in these studies include initial cord bilirubin concentrations; the relative ratio of TcB to total serum bilirubin in conjunction with vital clinical parameters, like GA; and sophisticated machine learning models that synthesize data points-like bilirubin concentrations, neonatal weight, GA, and hours elapsed since birth-for predictive purposes [27][28][29].…”
Section: Discussionmentioning
confidence: 99%
“…Several works in the past have also tried to identify early predictors that could efficiently earmark neonates with an elevated risk of needing phototherapy. Potential markers explored in these studies include initial cord bilirubin concentrations; the relative ratio of TcB to total serum bilirubin in conjunction with vital clinical parameters, like GA; and sophisticated machine learning models that synthesize data points-like bilirubin concentrations, neonatal weight, GA, and hours elapsed since birth-for predictive purposes [27][28][29].…”
Section: Discussionmentioning
confidence: 99%