Improved multi-stage neonatal seizure detection using a heuristic classifier and a data-driven post-processor

Author:

Ansari A.H.,Cherian P.J.,Dereymaeker A.,Matic V.,Jansen K.,De Wispelaere L.,Dielman C.,Vervisch J.,Swarte R.M.,Govaert P.,Naulaers G.,De Vos M.,Van Huffel S.

Publisher

Elsevier BV

Subject

Physiology (medical),Clinical Neurology,Neurology,Sensory Systems

Reference38 articles.

1. A multistage knowledge-based system for EEG seizure detection in newborn infants;Aarabi;Clin Neurophysiol,2007

2. Improvement of an automated neonatal seizure detector using a post-processing technique;Ansari,2015

3. EEG feature pre-processing for neonatal epileptic seizure detection;Bogaarts;Ann Biomed Eng,2014

4. Spatial and temporal characteristics of neonatal seizures;Bye;Epilepsia,1995

5. A computer-aided detection of EEG seizures in infants: a singular-spectrum approach and performance comparison;Celka;IEEE Trans Biomed Eng,2002

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