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Updated: Aug 20, 2026

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Managing the assessment of neonatal jaundice: importance of timing
1Section on Newborn Pediatrics, Pennsylvania Hospital, University of Pennsylvania School of Medicine, Philadelphia, USA.
Insights
Universal bilirubin screening for newborns, using hour-specific nomograms, accurately predicts hyperbilirubinemia risk. This allows for individualized follow-up, identifying high-risk infants for intervention and low-risk infants for less intensive monitoring.
Area of Science:
- Neonatology
- Pediatrics
- Clinical Chemistry
Background:
- Visual assessment of newborn jaundice is often inaccurate and can miss signs of serious neurologic sequelae.
- Current screening methods may not adequately identify all infants at risk for severe hyperbilirubinemia.
Purpose of the Study:
- To propose universal bilirubin screening concurrent with routine metabolic screening for newborns.
- To develop and validate an hour-specific bilirubin nomogram for predicting hyperbilirubinemia risk.
- To facilitate cost-effective, individualized follow-up strategies for newborns based on their risk stratification.
Main Methods:
- Constructed a percentile-based, hour-specific bilirubin nomogram using pre- and post-discharge bilirubin values from 2840 healthy term and near-term newborns.
- Analyzed pre-discharge bilirubin values as a predictive vector for subsequent hyperbilirubinemia.
- Calculated likelihood ratios (LR) to assess risk movement between zones.
Main Results:
- Pre-discharge bilirubin values identified 6.1% of infants in the high-risk zone (>95th percentile), with 39.5% remaining high-risk.
- 32.1% were in the intermediate-risk zone, with 6.4% moving to the high-risk zone post-discharge.
- 61.8% were identified as low-risk, with no measurable risk for significant hyperbilirubinemia.
Conclusions:
- The hour-specific bilirubin nomogram accurately predicts infant risk for hyperbilirubinemia.
- This tool enables individualized follow-up, focusing on high-risk infants needing intervention.
- It also allows for less intensive monitoring of low-risk infants, potentially relying on visual checks.
Abstract:
In view of the limitations in the accurate visual assessment of jaundice and its potential role as a predictive vector for serious neurologic sequelae, we propose that a universal screening of bilirubin be considered concurrent to the routine pre-discharge metabolic screening. Universal bilirubin screening in the term and near-term newborns when plotted on "Hour-specific Bilirubin Nomogram" in lieu of the usual "day-specific" value will predict the high-risk and the low-risk groups and facilitate cost-effective and individualized follow-up of those babies at risk. A percentile based bilirubin nomogram for the first week of age was constructed from hour-specific pre- and post-discharge bilirubin values of 2840 healthy term and near-term babies. The accuracy of the pre-discharge bilirubin values was determined as a predictive vector. Pre-discharge (18-72 hours age), 6.1% of the study population had bilirubin values in the high-risk zone (> 95th percentile). Of these, 39.5% remained in that zone (likelihood ratio ¿LR¿ = 14.08). Pre-discharge, 32.1% of the study population had bilirubin values in the intermediate risk zone (40-75th percentiles). In a clinically significant minority of these babies (6.4%), the post-discharge values moved to the high-risk zone (L-R = 3.2 for the move from the upper-intermediate zone and 0.48 from the lower-intermediate zone). In the remainder 61.8% of the population who were identified to be at low risk, there was no measurable risk for significant hyperbilirubinemia (L-R = 0). The bilirubin nomogram can predict which infant is at high, intermediate, and low risk for subsequent excessive hyperbilirubinemia and allows for the individualized follow-up of these high-risk babies with particular attention to those who may need evaluation and intervention. Whereas, identification of the low risk group allows for a less intense bilirubin follow-up and in whom a visual check by an experienced care-provider may suffice.
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