A Deep Convolutional Neural Network Method to Detect Seizures and Characteristic Frequencies Using Epileptic Electroencephalogram (EEG) Data.

Rashed-Al-Mahfuz, Md; Moni, Mohammad Ali; Uddin, Shahadat; Alyami, Salem A; Summers, Matthew A; Eapen, Valsamma

Rashed-Al-Mahfuz, Md; Moni, Mohammad Ali; Uddin, Shahadat; Alyami, Salem A; Summers, Matthew A; Eapen, Valsamma.

Afiliación

Rashed-Al-Mahfuz M; Department of Computer Science and EngineeringUniversity of RajshahiRajshahi6205Bangladesh.
Moni MA; Faculty of Medicine, School of PsychiatryUniversity of New South WalesSydneyNSW2052Australia.
Uddin S; Complex Systems Research Group, Faculty of EngineeringThe University of SydneyDarlingtonNSW2008Australia.
Alyami SA; Department of Mathematics and StatisticsImam Mohammad Ibn Saud Islamic UniversityRiyadh11432Saudi Arabia.
Summers MA; Garvan Institute of Medical ResearchDarlinghurstNSW2010Australia.
Eapen V; Faculty of Medicine, School of PsychiatryUniversity of New South WalesSydneyNSW2052Australia.

IEEE J Transl Eng Health Med ; 9: 2000112, 2021.

Article en En | MEDLINE | ID: mdl-33542859

Asunto(s)

Epilepsia; Procesamiento de Señales Asistido por Computador; Electroencefalografía; Epilepsia/diagnóstico; Humanos; Redes Neurales de la Computación; Convulsiones/diagnóstico

Palabras clave

CWT; EEG; Epilepsy; STFT; deep learning; seizure

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Procesamiento de Señales Asistido por Computador / Epilepsia Tipo de estudio: Diagnostic_studies / Prognostic_studies Límite: Humans Idioma: En Revista: IEEE J Transl Eng Health Med Año: 2021 Tipo del documento: Article

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