Identifying seizure onset zone from electrocorticographic recordings: A machine learning approach based on phase locking value.

Elahian, Bahareh; Yeasin, Mohammed; Mudigoudar, Basanagoud; Wheless, James W; Babajani-Feremi, Abbas

Elahian, Bahareh; Yeasin, Mohammed; Mudigoudar, Basanagoud; Wheless, James W; Babajani-Feremi, Abbas.

Afiliación

Elahian B; Department of Electrical and Computer Engineering, University of Memphis, Memphis, TN, USA. Electronic address: belahian@memphis.edu.
Yeasin M; Department of Electrical and Computer Engineering, University of Memphis, Memphis, TN, USA.
Mudigoudar B; Department of Pediatrics, Division of Pediatric Neurology, University of Tennessee Health Science Center, Le Bonheur Comprehensive Epilepsy Program, Le Bonheur Children's Hospital, Memphis, TN, USA; Neuroscience Institute, Le Bonheur Children's Hospital, Memphis, TN, USA.
Wheless JW; Department of Pediatrics, Division of Pediatric Neurology, University of Tennessee Health Science Center, Le Bonheur Comprehensive Epilepsy Program, Le Bonheur Children's Hospital, Memphis, TN, USA; Neuroscience Institute, Le Bonheur Children's Hospital, Memphis, TN, USA.
Babajani-Feremi A; Department of Pediatrics, Division of Pediatric Neurology, University of Tennessee Health Science Center, Le Bonheur Comprehensive Epilepsy Program, Le Bonheur Children's Hospital, Memphis, TN, USA; Neuroscience Institute, Le Bonheur Children's Hospital, Memphis, TN, USA; Department of Anatomy and N

Seizure ; 51: 35-42, 2017 Oct.

Article en En | MEDLINE | ID: mdl-28772200

Asunto(s)

Algoritmos; Electrocorticografía/métodos; Monitorización Neurofisiológica Intraoperatoria/métodos; Aprendizaje Automático; Convulsiones/fisiopatología; Adolescente; Adulto; Preescolar; Femenino; Humanos; Masculino; Estudios Retrospectivos; Convulsiones/cirugía; Adulto Joven

Palabras clave

Electrocorticographic (ECoG) recording; Epilepsy surgery; Intracranial EEG; Machine learning approach; Phase locking value (PLV); Seizure onset zone (SOZ); Seizure outcome

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Convulsiones / Algoritmos / Monitorización Neurofisiológica Intraoperatoria / Electrocorticografía / Aprendizaje Automático Tipo de estudio: Observational_studies / Prognostic_studies Límite: Adolescent / Adult / Child, preschool / Female / Humans / Male Idioma: En Revista: Seizure Asunto de la revista: NEUROLOGIA Año: 2017 Tipo del documento: Article

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