Clinical Validation of the New EEG Trend, Brain State of the Newborn, Against aEEG Interpretation

AIM: Previous studies have shown that the novel EEG trend, Brain State of the Newborn (BSN), is useful for monitoring recovery of electrocortical activity in high-risk newborns. Here, we validate the automatically computed BSN trend against visual amplitude-integrated EEG (aEEG) interpretation in asphyxiated hypothermia-treated infants. METHODS: A total of 731 3-h aEEG epochs from 85 hypothermia-treated infants were randomized in order and scored independently by two clinical experts blinded for clinical data. First, we compared the BSN values to the aEEG scores at epoch level. Second, we assessed how the BSN trends align with aEEG scores in depicting electrocortical recovery. RESULTS: The BSN values showed robust differentiation between the experts' aEEG background scores (p ≤ 0.001 for all pairwise comparisons; effect size 1.0-6.5). Recovery of the BSN trend was also strongly correlated to the expert-defined aEEG recovery to continuous normal voltage (Spearman's ρ = 0.72, p < 0.001). CONCLUSION: The objective and fully automated BSN trend provides an effective, real-time complement to the visual aEEG interpretation. High BSN levels are reliable indicators of electrocortical recovery in hypothermia-treated infants. Future prospective studies are needed to establish evidence-based and context-sensitive clinical guidelines for the use of BSN in routine clinical care.

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Publication Details

Journal
Acta Paediatrica
Published
2026-11-03
DOI
https://doi.org/10.1111/apa.70811
Primary Topic
Neonatal and fetal brain pathology
Type
article
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article

Clinical Validation of the New EEG Trend, Brain State of the Newborn, Against aEEG Interpretation

Lena K. Hellström-Westas, Karla Gonzalez Tamez, Sampsa Vanhatalo, Johan Ågren et al.
Acta Paediatrica
Neonatal and fetal brain pathology
article

Clinical Validation of the New EEG Trend, Brain State of the Newborn, Against aEEG Interpretation

Lena K. Hellström-Westas, Karla Gonzalez Tamez, Sampsa Vanhatalo, Johan Ågren, Saeed Montazeri Moghadam
article en

Abstract

AIM: Previous studies have shown that the novel EEG trend, Brain State of the Newborn (BSN), is useful for monitoring recovery of electrocortical activity in high-risk newborns. Here, we validate the automatically computed BSN trend against visual amplitude-integrated EEG (aEEG) interpretation in asphyxiated hypothermia-treated infants. METHODS: A total of 731 3-h aEEG epochs from 85 hypothermia-treated infants were randomized in order and scored independently by two clinical experts blinded for clinical data. First, we compared the BSN values to the aEEG scores at epoch level. Second, we assessed how the BSN trends align with aEEG scores in depicting electrocortical recovery. RESULTS: The BSN values showed robust differentiation between the experts' aEEG background scores (p ≤ 0.001 for all pairwise comparisons; effect size 1.0-6.5). Recovery of the BSN trend was also strongly correlated to the expert-defined aEEG recovery to continuous normal voltage (Spearman's ρ = 0.72, p < 0.001). CONCLUSION: The objective and fully automated BSN trend provides an effective, real-time complement to the visual aEEG interpretation. High BSN levels are reliable indicators of electrocortical recovery in hypothermia-treated infants. Future prospective studies are needed to establish evidence-based and context-sensitive clinical guidelines for the use of BSN in routine clinical care.

Acta Paediatrica
Uppsala University (SE), University of Helsinki (FI), Uppsala University Hospital (SE), Helsinki University Hospital (FI)
Openalex Percentile: Top 10%
Neonatal and fetal brain pathology
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Clinical Validation of the New EEG Trend, Brain State of the Newborn, Against aEEG Interpretation — Lena K. Hellström-Westas, Karla Gonzalez Tamez, et al. · Acta Paediatrica (2026) | TGRS Research Map | TGRS