A Bedside Screening Tool for Acute Intracranial Hemorrhages in Intubated Children Using Continuous Quantitative EEG Monitoring

Inroduction: Recognition of intracranial hemorrhage is challenging in children who require deep sedation to tolerate mechanical ventilation. The Correlate of Injury to the Nervous system (COIN) index may enable real-time recognition of intracranial hemorrhage at bedside. Methods: Retrospective analysis of EEG data from children with spontaneous intracranial hemorrhage while intubated and sedated in the Pediatric Intensive Care Unit. Patients were selected for having normal head imaging at time of EEG start and required demonstration of hemorrhage on repeat imaging following an uninterrupted period of EEG recording. Power spectrum data were analyzed to yield a COIN value and visualization for every 4 seconds of recording. EEG recordings were subdivided based on COIN-risk alarm states (low, medium, or high). Changes in COIN were compared to changes in commercially available quantitative EEG trending software. COIN values for each subdivision were compared within cases using the Wilcoxon Rank-Sum Test. Results: Two children developed spontaneous intracranial hemorrhage while intubated. COIN shows transitions from low-to-medium (p<0.001) and medium-to-high-risk (p<0.001 in both cases) alarm states. Discrete transitions in COIN alarm state preceded clinical recognition of hemorrhage by several hours. COIN visualized focal power attenuation concordant with hemorrhage localization. In both cases, qualitative EEG was not reported to have focal abnormalities during the medium-risk alarm state. Conclusion: COIN may assist in real-time recognition of intracranial hemorrhage in children at bedside. Further study and development are required for clinical implementation of COIN in several clinical settings where patients are at high risk of new or worsening intracranial hemorrhage.

Authors

Publication Details

Journal
Journal of Pediatric Epilepsy
Published
2026-02-17
DOI
https://doi.org/10.53391/2146-4588.1005
Primary Topic
EEG and Brain-Computer Interfaces
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Bedside Screening Tool for Acute Intracranial Hemorrhages in Intubated Children Using Continuous Quantitative EEG Monitoring

Mauro Caffarelli, Runi Tanna, Edilberto Amorim
Journal of Pediatric Epilepsy
EEG and Brain-Computer Interfaces
article

A Bedside Screening Tool for Acute Intracranial Hemorrhages in Intubated Children Using Continuous Quantitative EEG Monitoring

Mauro Caffarelli, Runi Tanna, Edilberto Amorim
article en

Abstract

Inroduction: Recognition of intracranial hemorrhage is challenging in children who require deep sedation to tolerate mechanical ventilation. The Correlate of Injury to the Nervous system (COIN) index may enable real-time recognition of intracranial hemorrhage at bedside. Methods: Retrospective analysis of EEG data from children with spontaneous intracranial hemorrhage while intubated and sedated in the Pediatric Intensive Care Unit. Patients were selected for having normal head imaging at time of EEG start and required demonstration of hemorrhage on repeat imaging following an uninterrupted period of EEG recording. Power spectrum data were analyzed to yield a COIN value and visualization for every 4 seconds of recording. EEG recordings were subdivided based on COIN-risk alarm states (low, medium, or high). Changes in COIN were compared to changes in commercially available quantitative EEG trending software. COIN values for each subdivision were compared within cases using the Wilcoxon Rank-Sum Test. Results: Two children developed spontaneous intracranial hemorrhage while intubated. COIN shows transitions from low-to-medium (p<0.001) and medium-to-high-risk (p<0.001 in both cases) alarm states. Discrete transitions in COIN alarm state preceded clinical recognition of hemorrhage by several hours. COIN visualized focal power attenuation concordant with hemorrhage localization. In both cases, qualitative EEG was not reported to have focal abnormalities during the medium-risk alarm state. Conclusion: COIN may assist in real-time recognition of intracranial hemorrhage in children at bedside. Further study and development are required for clinical implementation of COIN in several clinical settings where patients are at high risk of new or worsening intracranial hemorrhage.

Journal of Pediatric EpilepsyVol. 14(2)
Good health and well-being
Openalex Percentile: Top 53%
EEG and Brain-Computer Interfaces
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Bedside Screening Tool for Acute Intracranial Hemorrhages in Intubated Children Using Continuous Quantitative EEG Monitoring — Mauro Caffarelli, Runi Tanna, et al. · Journal of Pediatric Epilepsy (2026) | TGRS Research Map | TGRS