Identifying an increased risk of epileptic seizures using a multi-feature EEG-ECG classification

Biomedical Signal Processing and Control

Volumn 7, Issue 3, 2012, Pages 237-244

  Valderrama, M ^a,c   Alvarado, C ^a   Nikolopoulos, S ^a   Martinerie, J ^a   Adam, C ^a,b   Navarro, V ^a,b   Le Van Quyen, M ^a  

^a PITIÉ SALPÊTRIÈRE HOSPITAL   (France)

^b ASSISTANCE PUBLIQUE HÔPITAUX DE PARIS   (France)

^c UNIVERSIDAD DE LOS ANDES   (Colombia)

Author keywords

Classification; EEG ECG features; Feature extraction; Multiple channels; Pro ictal state; Seizure prediction

Indexed keywords

ELECTROCARDIOGRAPHY; FEATURE EXTRACTION; MACHINE LEARNING; NEUROLOGY;

CLASSIFICATION RATES; ECG FEATURES; INTRACTABLE EPILEPSIES; MACHINE LEARNING CLASSIFICATION; MULTIPLE CHANNELS; NEUROLOGICAL DISORDERS; PRO-ICTAL STATE; SEIZURE PREDICTION;

CLASSIFICATION (OF INFORMATION);

ADULT; ALGORITHM; CLINICAL ARTICLE; CONFERENCE PAPER; ELECTROCARDIOGRAM; ELECTROENCEPHALOGRAM; FEMALE; HUMAN; MACHINE LEARNING; MALE; PHYSIOLOGY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; RISK ASSESSMENT; SEIZURE; SLEEP;

EID: 84860257962     PISSN: 17468094     EISSN: 17468108     Source Type: Journal    
DOI: 10.1016/j.bspc.2011.05.005     Document Type: Conference Paper

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