Observational studyJournal of perinatology : official journal of the California Perinatal Association2022
A predictive clinical model for moderate to severe intraventricular hemorrhage in very low birth weight infants.
Observational study in Journal of perinatology : official journal of the California Perinatal Association, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed, 12 citations in OpenAlex.
- Construction and Validation of a Risk Prediction Model for Early Severe Intraventricular Hemorrhage in Very Low Birth Weight Infants.The Kaohsiung journal of medical sciences · 2025Article
- Intraventricular hemorrhage among very low birth weight infants in a South African cohort: a retrospective study of trends & short-term outcomes.BMC pediatrics · 2025Article
- Development and validation of a nomogram for predicting early-onset severe intraventricular hemorrhage in extremely preterm infants.Frontiers in pediatrics · 2025Article
- Predicting severe intraventricular hemorrhage or early death using machine learning algorithms in VLBWI of the Korean Neonatal Network Database.Scientific reports · 2024Article
- The Early Hematological Profile and Its Variations: A Useful Tool in the Prediction of Intraventricular Hemorrhage in Extremely Preterm Infants.Medicina (Kaunas, Lithuania) · 2024Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
importanceIntraventricular hemorrhage (IVH) occurs in 15-45% of all very low birth weight (VLBW) preterm infants. Despite improvements in the perinatal care, the incidence of IVH remains high. As more preterm infants survive, there will be a larger burden of neurodevelopmental abnormalities borne by former preterm infants.
objectiveThe objective of this study was to develop a predictive clinical model of IVH risk within the first few hours of life in an effort to augment perinatal counseling and guide the timing of future targeted therapies aimed at preventing or slowing the progression of disease.
designThis is a prospective observational cohort study of VLBW infants born in the NICU at John's Hopkins Children's Center from 2011 to 2019. The presence and severity of IVH was defined on standard head ultrasound screening (HUS) using the modified Papile classification. Clinical variables were identified as significant using absolute risk regression from a general linear model. The model predictors included clinically meaningful variables that were not collinear.
settingThis study took place at the Johns Hopkins Children's Center Level IV NICU.
participantsThe study sample included VLBW infants treated in the neonatal intensive care unit (NICU) at John's Hopkins Children's Center from 2011 to 2019. A total of 683 infants included in the study had no or grade I IVH, and 115 infants had grades II through IV IVH. Exclusion criteria included admission to the JHH NICU after 24 h of age, BW > 1500 g, and failure to consent. MAIN OUTCOME: The main outcome of this study was the presence of grades II-IV IVH on standard head ultrasound screening using the modified Papile classification [1].
resultsA total of 798 VLBW infants were studied in this cohort and 14.4% had moderate to severe IVH. Fifty four percent of the cohort was black, 33% white, and half of the cohort was male. A higher gestational age, 5-min Apgar score, hematocrit, and platelet count were significantly associated with decreased incidence of IVH in a multi-predictor model (ROC 0.826). CONCLUSION AND RELEVANCE: In the face of continued lack of treatments for IVH, prevention is still a primary goal to avoid long-term developmental sequela. This model can be used for perinatal counseling and may provide important information during the narrow therapeutic window for targeted prevention therapies.
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