Differentiating between psychogenic nonepileptic seizures and epilepsy based on common spatial pattern of weighted EEG resting networks

IEEE Transactions on Biomedical Engineering

Volumn 61, Issue 6, 2014, Pages 1747-1755

  Xu, Peng ^a   Xiong, Xiuchun ^a   Xue, Qing ^c,d   Li, Peiyang ^a   Zhang, Rui ^a   Wang, Zhenyu ^a   Valdes Sosa, Pedro A ^a,b   Wang, Yuping ^c,d   Yao, Dezhong ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b CUBAN NEUROSCIENCE CENTER   (Cuba)

^c CAPITAL MEDICAL UNIVERSITY   (China)

^d Beijing Key Laboratory of Neuromodulation   (China)

Author keywords

Brain network; common spatial pattern of brain network topology; psychogenic nonepileptic seizures (PNES); resting scalp EEG

Indexed keywords

ELECTRIC NETWORK TOPOLOGY;

AUTOMATIC CLASSIFICATION; BRAIN NETWORKS; COMMON SPATIAL PATTERNS; FOCAL EPILEPSY; IMPLICIT INFORMATIONS; PSYCHOGENIC NONEPILEPTIC SEIZURES (PNES); SCALP EEG;

NEUROLOGY;

ARTICLE; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; ELECTRODE; ELECTROENCEPHALOGRAM; EPILEPSY; FOCAL EPILEPSY; HUMAN; PSYCHOGENIC NONEPILEPTIC SEIZURE; SENSITIVITY AND SPECIFICITY; BRAIN MAPPING; CASE CONTROL STUDY; CLASSIFICATION; ELECTROENCEPHALOGRAPHY; PATHOPHYSIOLOGY; PROCEDURES; SEIZURES; SIGNAL PROCESSING; SUPPORT VECTOR MACHINE;

BRAIN MAPPING; CASE-CONTROL STUDIES; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMANS; SEIZURES; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUPPORT VECTOR MACHINES;

EID: 84901273433     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2014.2305159     Document Type: Article

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