Related Experiment Video
Updated: Feb 3, 2026

Monitoring Lung Function with Electrical Impedance Tomography in the Intensive Care Unit
Published on: September 6, 2024
Risk Factors for Seizures Among Young Children Monitored With Continuous Electroencephalography in Intensive Care
Jan Vlachy1, Mingyoung Jo2, Qing Li3
1School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, United States.
Insights
Critically ill infants under 14 months have a high seizure risk, especially those with hypoxic-ischemic encephalopathy, intracranial hemorrhage, or CNS infections. Continuous EEG monitoring is crucial for early detection in this vulnerable pediatric subgroup.
Area of Science:
- Pediatric Neurology
- Critical Care Medicine
- Neurophysiology
Background:
- Continuous electroencephalography (cEEG) is increasingly used in pediatric intensive care units (ICUs).
- Clear guidelines for patient selection and monitoring duration for cEEG are lacking.
- Identifying pediatric subgroups with high seizure incidence is essential for optimizing cEEG use.
Purpose of the Study:
- To identify pediatric patient subgroups with a high incidence of seizures using cEEG.
- To determine age-related seizure risk thresholds.
- To analyze risk factors associated with seizures in different pediatric age groups.
Main Methods:
- Retrospective study of 517 children monitored with cEEG in a pediatric ICU.
- Stratification of patients based on an age threshold (14 months).
- Regression modeling to identify significant risk factors for seizures in younger and older children, with bias mitigation techniques.
Main Results:
- An approximate seizure risk threshold was identified at 14 months of age.
- Older children (>14 months) had an 18% seizure rate, with previous seizures as the sole significant risk factor.
- Younger children (<14 months) had a 45% seizure rate, significantly associated with hypoxic-ischemic encephalopathy (HIE), intracranial hemorrhage (ICH), and central nervous system (CNS) infection.
Conclusions:
- Critically ill children under 14 months exhibit an extremely high incidence of seizures.
- HIE, ICH, and CNS infections are significant risk factors for seizures in this young population.
- These conditions accounted for 61% of all cEEG-diagnosed seizures in infants under 14 months.
Abstract:
Objective: cEEG is an emerging technology for which there are no clear guidelines for patient selection or length of monitoring. The purpose of this study was to identify subgroups of pediatric patients with high incidence of seizures. Study Design: We conducted a retrospective study on 517 children monitored by cEEG in the intensive care unit (ICU) of a children's hospital. The children were stratified using an age threshold selection method. Using regression modeling, we analyzed significant risk factors for increased seizure risk in younger and older children. Using two alternative correction procedures, we also considered a relevant comparison group to mitigate selection bias and to provide a perspective for our findings. Results: We discovered an approximate risk threshold of 14 months: below this threshold, the seizure risk increases dramatically. The older children had an overall seizure rate of 18%, and previous seizures were the only significant risk factor. In contrast, the younger children had an overall seizure rate of 45%, and the seizures were significantly associated with hypoxic-ischemic encephalopathy (HIE; p = 0.007), intracranial hemorrhage (ICH; p = 0.005), and central nervous system (CNS) infection (p = 0.02). Children with HIE, ICH, or CNS infection accounted for 61% of all seizure patients diagnosed through cEEG under 14 months. Conclusions: An extremely high incidence of seizures prevails among critically ill children under 14 months, particularly those with HIE, ICH, or CNS infection.
More Related Videos
Related Concept Videos
Continuing Care
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Therapeutic Drug Monitoring: Affecting Factors
Measurement: Derived Units
Measurement: Standard Units
Varicose Veins II: Diagnostic Studies and Interprofessional Care

