High-frequency oscillations detected in epileptic networks using swarmed neural-network features

Annals of Biomedical Engineering

Volumn 35, Issue 9, 2007, Pages 1573-1584

  Firpi, Hiram ^a   Smart, Otis ^a   Worrell, Greg ^b   Marsh, Eric ^c   Dlugos, Dennis ^c   Litt, Brian ^c,d  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b MAYO CLINIC   (United States)

^c UNIVERSITY OF PENNSYLVANIA   (United States)

^d UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Detection; Epilepsy; Feature extraction; High frequency epileptiform oscillation (HFEO); Intracranial EEG; Neural networks; Particle swarm optimization

Indexed keywords

BIOMEDICAL ENGINEERING; BRAIN; FEATURE EXTRACTION; PATIENT MONITORING;

ANTIEPILEPTIC DEVICES; EPILEPTIC NETWORKS; HIGH-FREQUENCY EPILEPTIFORM OSCILLATION (HFEO); HUMAN EPILEPTIC NETWORKS; PARTICLE SWARM OPTIMIZATION;

NEURAL NETWORKS;

ADULT; ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; BRAIN MAPPING; ELECTRODE; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMAN; METHODOLOGY; NERVE CELL NETWORK; OSCILLOMETRY; PATHOPHYSIOLOGY; PERIODICITY; PHYSIOLOGY; PRESCHOOL CHILD; STATISTICAL ANALYSIS; STATISTICS;

ADULT; ALGORITHMS; BRAIN MAPPING; CHILD, PRESCHOOL; DATA INTERPRETATION, STATISTICAL; ELECTRODES, IMPLANTED; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMANS; MODELS, NEUROLOGICAL; NERVE NET; OSCILLOMETRY; PATTERN RECOGNITION, AUTOMATED; PERIODICITY;

EID: 35248854440     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-007-9333-7     Document Type: Article

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