Automatic Epileptic Seizure Detection Using Graph-Regularized Non-Negative Matrix Factorization and Kernel-Based Robust Probabilistic Collaborative Representation

Automatic Epileptic Seizure Detection Using Graph-Regularized Non-Negative Matrix Factorization and Kernel-Based Robust Probabilistic Collaborative Representation

Automatic seizure detection system can serve as a meaningful clinical tool for the treatment and analysis of epilepsy using electroencephalogram (EEG) and has obtained rapid development. An automatic detection of epileptic seizure method based on kernel-based robust probabilistic collaborative repre...

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Bibliographic Details
Main Authors: Shasha Yuan, Jianwei Mu, Weidong Zhou, Ling-Yun Dai, Jin-Xing Liu, Juan Wang, Xiang Liu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Electroencephalogram
seizure detection
graph-regularized non-negative matrix factorization
kernel method
robust probabilistic collaborative representation
Online Access:https://ieeexplore.ieee.org/document/9878125/

Internet

https://ieeexplore.ieee.org/document/9878125/

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