Author

Henry David

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Open access Jul 2026

Validation of aEEG-CSA Neonatal Seizure Detection Algorithm on Hypothermia Treated Infants with HIE

A neonatal seizure detection algorithm that uses a combination of aEEG and CSA clinical features can capture seizures in HIE patients and performance across seizure patients is not correlated with seizure duration.

Sylvia Edoigiawerie, J. Henry, Brett Beaulieu-Jones et al. · medRxiv · 0 citations

Open access Jul 2026

Neonatal Seizure Detection Using Combined aEEG and Compressed Spectral Array Features: A Machine-Learning Proof-of-Concept Study

A clinically interpretable aEEG-CSA algorithm is feasible for neonatal seizure detection by extracting standard EEG features and coupling these features with a supervised ML classifier.

S. Edoigiawerie, J. Henry, B. Beaulieu-Jones et al. · medRxiv · 0 citations