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IEE Irish Signals and Systems Conference 2005
A novel neonatal seizure detection system is proposed including work in the areas of Independent Component Analysis, feature extraction, probability and classification networks. The system comprises of a preprocessing stage to reduce the effect of EEG artifacts and incorporate multichannel analysis and data reduction. A feature extraction stage examines the EEG using techniques from various signal processing approaches. A Probability Estimator compares current and past features to emphasisedoi:10.1049/cp:20050340 fatcat:6mncohyyl5exjlgu5m72gnftky