Classification of Epileptic and Psychogenic Non-Epileptic Seizures Using Electroencephalography and Electrocardiography

Classification of Epileptic and Psychogenic Non-Epileptic Seizures Using Electroencephalography and Electrocardiography

Patients with psychogenic non-epileptic seizures (PNES) may exhibit similar clinical features to patients with epileptic seizures (ES). Misdiagnosis of PNES and ES can lead to inappropriate treatment and significant morbidity. This study investigates the use of machine learning techniques for classi...

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Bibliographic Details
Main Authors: Wenjuan Xiong, Ewan S. Nurse, Elisabeth Lambert, Mark J. Cook, Tatiana Kameneva
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Classification
epileptic seizures (ES)
electroencephalography (EEG)
electrocardiography (ECG)
machine learning
psychogenic non-epileptic seizures (PNES)
Online Access:https://ieeexplore.ieee.org/document/10158712/

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