Deep Learning-Based Detection of Epileptiform Discharges for Self-Limited Epilepsy With Centrotemporal Spikes

Deep Learning-Based Detection of Epileptiform Discharges for Self-Limited Epilepsy With Centrotemporal Spikes

Centrotemporal spike-waves (CTSWs) are typical interictal epileptiform discharges (IEDs) observed in centrotemporal regions in self-limited epilepsy with centrotemporal spikes (SLECTS). This study aims to develop a deep learning-based approach for automated detection of CTSWs in scalp electroencepha...

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Bibliographic Details
Main Authors: Yonghoon Jeon, Yoon Gi Chung, Taehyun Joo, Hunmin Kim, Hee Hwang, Ki Joong Kim
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Deep learning
electroencephalography (EEG)
interictal epileptiform discharge (IED)
self-limited epilepsy with centrotemporal spikes (SLECTS)
spike detection
Online Access:https://ieeexplore.ieee.org/document/9924188/

Internet

https://ieeexplore.ieee.org/document/9924188/

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