ArticlePediatric research2025
The predictive value of MRI scores for neurodevelopmental outcome in infants with neonatal encephalopathy.
Article in Pediatric research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 2 of them syntheses that pooled it.
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Who cites it
10 citing papers in PubMed, 2 syntheses or guidelines pooled it, 16 citations in OpenAlex.
- Pooled it
- Predictors of outcome following neonatal encephalopathy in low- and middle-income countries: a systematic review and meta-analysis.Frontiers in pediatrics · 2025Pooled it
- Magnetic Resonance Imaging of the Neonatal Brain: Modalities, Scoring Systems, and Clinical Applications.Bioengineering (Basel, Switzerland) · 2026Review
- Bridging the gap: Translating fetal, infant, and toddler neuroimaging insights into clinical practice.Developmental cognitive neuroscience · 2026Review
- Magnetic resonance imaging and spectroscopy in neonatal encephalopathy: current consensus position and future opportunities.Pediatric research · 2026Review
- Predictors of adverse outcome in infants with hypoxic-ischemic encephalopathy treated with therapeutic hypothermia: a real-world cohort study.BMC pediatrics · 2026Article
- Neonatal encephalopathy and hypoxic-ischemic encephalopathy: the state of the art.Pediatric research · 2025Review
- Extending the Branches of Neonatal Neurocritical Care.Seminars in perinatology · 2025Review
- Review of Precision Medicine and Diagnosis of Neonatal Illness.Diagnostics (Basel, Switzerland) · 2025Review
- Advanced magnetic resonance imaging in human placenta: insights into fetal growth restriction and congenital heart disease.Frontiers in cardiovascular medicine · 2024Review
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Authors and funding
10 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMRI scoring systems are utilized to quantify brain injury and predict outcome in infants with neonatal encephalopathy (NE). Our aim was to evaluate the predictive accuracy of total scores, white matter (WM) and grey matter (GM) subscores of Barkovich and Weeke scoring systems for neurodevelopmental outcome at 2 years of age in infants receiving therapeutic hypothermia for NE.
methodsData of 162 infants were analyzed in this retrospective cohort study. DeLong tests were used to compare areas under the curve of corresponding items of the two scoring systems. LASSO logistic regression was carried out to evaluate the association between MRI scores and adverse composite (death or severe disabilities), motor and cognitive outcomes (Bayley developmental index <70).
resultsWeeke scores predicted each outcome measure with greater accuracy than the corresponding items of Barkovich system (DeLong tests p < 0.03). Total scores, GM and cerebellum involvement were associated with increased odds for adverse outcomes, in contrast to WM injury, after adjustment to 5' Apgar score, first postnatal lactate and aEEG normalization within 48 h.
conclusionA more detailed scoring system had better predictive value for adverse outcome. GM injury graded on both scoring systems was an independent predictor of each outcome measure. IMPACT STATEMENTS: A more detailed MRI scoring system had a better predictive value for motor, cognitive and composite outcomes. While hypoxic-ischemic brain injuries in the deep grey matter and cerebellum were predictive of adverse outcome, white matter injury including cortical involvement was not associated with any of the outcome measures at 2 years of age. Structured MRI evaluation based on validated scores may aid future clinical research, as well as inform parents and caregivers to optimize care beyond the neonatal period.
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