Mixture of Experts for EEG-Based Seizure Subtype Classification

Mixture of Experts for EEG-Based Seizure Subtype Classification

Epilepsy is a pervasive neurological disorder affecting approximately 50 million individuals worldwide. Electroencephalogram (EEG) based seizure subtype classification plays a crucial role in epilepsy diagnosis and treatment. However, automatic seizure subtype classification faces at least two chall...

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Bibliographic Details
Main Authors: Zhenbang Du, Ruimin Peng, Wenzhong Liu, Wei Li, Dongrui Wu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
EEG
mixture of experts
seizure subtype classification
class imbalance
Online Access:https://ieeexplore.ieee.org/document/10335740/

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