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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Autori principali:	Wenjuan Xiong, Ewan S. Nurse, Elisabeth Lambert, Mark J. Cook, Tatiana Kameneva
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	IEEE 2023-01-01
Serie:	IEEE Transactions on Neural Systems and Rehabilitation Engineering
Soggetti:	Classification epileptic seizures (ES) electroencephalography (EEG) electrocardiography (ECG) machine learning psychogenic non-epileptic seizures (PNES)
Accesso online:	https://ieeexplore.ieee.org/document/10158712/
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