ArticleNeurology2019
Predicting developmental outcomes in preterm infants: A simple white matter injury imaging rule.
Article in Neurology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 3 of them syntheses that pooled it.
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Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines pooled it, 60 citations in OpenAlex.
- Regional Brain Volume Differences Were Associated With Behavioural Outcomes in Children Born Preterm: A Systematic Review.Acta paediatrica (Oslo, Norway : 1992) · 2026Pooled it
- Machine learning techniques for predicting neurodevelopmental impairments in premature infants: a systematic review.Frontiers in artificial intelligence · 2025Pooled it
- The search for blood biomarkers that indicate risk of adverse neurodevelopmental outcomes in fetal growth restriction.Frontiers in pediatrics · 2024Pooled it
- Reassessing bronchopulmonary dysplasia definitions: association between severity grading and brain injury on term-equivalent age MRI.Translational pediatrics · 2026Article
- Magnetic Resonance Imaging of the Neonatal Brain: Modalities, Scoring Systems, and Clinical Applications.Bioengineering (Basel, Switzerland) · 2026Review
- Neuroprognostication in infants born preterm at the limits of viability: assessment under uncertainty.Pediatric research · 2026Review
- The influence of nutrition on white matter development in preterm infants: a scoping review.Pediatric research · 2026Article
- Mitochondrial dysfunction in neonatal brain injury: from molecular mechanisms to therapeutic interventions.Journal of translational medicine · 2026Review
- Application of Umbilical Cord Blood for the Clinical Prevention and Treatment of Complications in Preterm Infants(Review).Stem cell reviews and reports · 2026Review
- Prenatal Magnesium Sulfate Exposure Is Not Associated with Different Neurodevelopmental Outcomes by Sex in Extremely Preterm Infants.Brain sciences · 2025Article
- Heterogeneous, temporally consistent, and plastic brain development after preterm birth.Nature communications · 2025Article
- Punctate White Matter Abnormality in Moderate-to-Late Preterm Infants.Annals of neurology · 2025Observational
- Inter-observer variability in scoring of white matter injury on brain magnetic resonance imaging in moderate-to-late preterm infants.Pediatric radiology · 2025Article
- Brain MRI before and at term equivalent age predicts motor and cognitive outcomes in very preterm infants.Neuroimage. Reports · 2025Article
- Using heart rate variability to predict neurological outcomes in preterm infants: a scoping review.Pediatric research · 2025Article
- Extracellular vesicles and preterm infant diseases.Frontiers in pediatrics · 2025Review
- Can or should we try to predict preterm white matter injury?Pediatric research · 2025Article
- Divergent neurodevelopmental profiles of very-low-birth-weight infants.Pediatric research · 2024Article
- Diagnostic performance of synthetic relaxometry for predicting neurodevelopmental outcomes in premature infants: a feasibility study.European radiology · 2023Article
- Early-life exposure to analgesia and 18-month neurodevelopmental outcomes in very preterm infants.Pediatric research · 2023Article
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10 authors at 1 institution in 4 countries.
Funding
Abstract
objectiveTo develop a simple imaging rule to predict neurodevelopmental outcomes at 4.5 years in a cohort of preterm neonates with white matter injury (WMI) based on lesion location and examine whether clinical variables enhance prediction.
methodsSixty-eight preterm neonates born 24-32 weeks' gestation (median 27.7 weeks) were diagnosed with WMI on early brain MRI scans (median 32.3 weeks). 3D T1-weighted images of 60 neonates with 4.5-year outcomes were reformatted and aligned to the posterior commissure-eye plane and WMI was classified by location: anterior or posterior-only to the midventricle line on the reformatted axial plane. Adverse outcomes at 4.5 years were defined as Wechsler Preschool and Primary Scale of Intelligence full-scale IQ <85, cerebral palsy, or Movement Assessment Battery for Children, second edition percentile <5. The prediction of adverse outcome by WMI location, intraventricular hemorrhage (IVH), bronchopulmonary dysplasia (BPD), and retinopathy of prematurity (ROP) was assessed using multivariable logistic regression.
resultsSix children had adverse cognitive outcomes and 17 had adverse motor outcomes. WMI location predicted cognitive outcomes in 90% (area under receiver operating characteristic curve [AUC] 0.80) and motor outcomes in 85% (AUC 0.75). Adding IVH, BPD, and ROP to the model enhances the predictive strength for cognitive and motor outcomes (AUC 0.83 and 0.88, respectively). Rule performance was confirmed in an independent cohort of children with WMI.
conclusionsWMI on early MRI can be classified by location to predict preschool age outcomes in children born preterm. The predictive value of this WMI classification is enhanced by considering clinical factors apparent by term-equivalent age.
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