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cs.LG2026
Expert-level detection of low-voltage intervals in EEG as a robust biomarker of neonatal encephalopathy
John M. O'Toole, Sean R. Mathieson, Aurel Luca +4
Background: Discontinuity in neonatal EEG is a critical marker of brain dysfunction but can be difficult to quantify visually. Inter-burst intervals (IBIs) are a key characteristic…
cs.LG2024★ 1 cited
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG
Robert Hogan, Sean R. Mathieson, Aurel Luca +4
Background: Neonatal seizures are a neurological emergency that require urgent treatment. They are hard to diagnose clinically and can go undetected if EEG monitoring is unavailabl…