Re-evaluating the timing of sequential cranial ultrasound screening in very preterm infants for predicting neurodevelopmental outcomes: A Population Study
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Preprint
- 10 October 2024
- preprint
- Published by Springer Nature in Research Square
Abstract
Objective: The accurate prediction and early detection of neurodevelopmental impairment (NDI) is a crucial endeavor in caring for very preterm infants (VPI). Sequential cranial ultrasound (CUS) is the standard of care for imaging evaluation. There is no consensus on the timing and frequency of CUS screening. At our institution four time points CUS are performed for screening. We hypothesize that the 2-week CUS is not necessary for NDI prognostication. Materials and methods: In this retrospective, multi-center, population-based cohort, we included all liveborn VPI born 220-306 weeks gestation between January 2004 and December 2018 who had a neurodevelopmental assessment at 36 months corrected age. A model with and without 2-week CUS was compared to a reference model including gestational age, infant sex, and 6-week CUS. Results: Out of 786 preterm babies born during the study period, 656 survivors were included in the analysis. 30% of our cohort has NDI as per clinical assessment. The mean gestational age was 27.8 weeks with the mean birth weight being 1133 grams, and 55% being male infants. One in three survivors developed NDI when assessed at 36 months of corrected age. There was no strong evidence that the addition of the 2-weeks CUS meaningfully contributes to the risk prediction of any NDI or major NDI. Models with and without the 2-week CUS showed nearly identical performance across a broad set of metrics. Conclusion: The comparison of two methods of sequential CUS screening showed reliable performance of the 3-time points model to predict NDI at 36 months of corrected age.Keywords
All Related Versions
- Version 1, 2024-10-10, Research Square
- Published version: Pediatric Radiology, 55 (1), 173.
This publication has 27 references indexed in Scilit:
- Evaluation of a Cranial Ultrasound Screening Protocol for Very Preterm InfantsJournal of Ultrasound in Medicine, 2022
- Intracranial Hemorrhage and 2-Year Neurodevelopmental Outcomes in Infants Born Extremely PretermThe Journal of Pediatrics, 2021
- Combined predictors of neurodevelopment in very low birth weight preterm infantsEarly Human Development, 2019
- Minimum sample size for developing a multivariable prediction model: Part I – Continuous outcomesStatistics in Medicine, 2018
- Comparison of Bayesian predictive methods for model selectionStatistics and Computing, 2016
- Predictability of cerebral palsy in a high-risk NICU populationEarly Human Development, 2010
- Comparing brain white matter on sequential cranial ultrasound and MRI in very preterm infantsNeuroradiology, 2008
- Clinical Data Predict Neurodevelopmental Outcome Better than Head Ultrasound in Extremely Low Birth Weight InfantsThe Journal of Pediatrics, 2007
- Predictive values of cranial ultrasound and assessment of general movements for neurological development of preterm infants in the Maribor region of SloveniaWiener klinische Wochenschrift, 2007
- An introduction to ROC analysisPattern Recognition Letters, 2006