Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble

Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble

The electroencephalogram (EEG), for measuring the electrophysiological activity of the brain, has been widely applied in automatic detection of epilepsy seizures. Various EEG-based seizure detection algorithms have already yielded high sensitivity, but training those algorithms requires a large amou...

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Bibliographic Details
Main Authors: Yao Guo, Xinyu Jiang, Linkai Tao, Long Meng, Chenyun Dai, Xi Long, Feng Wan, Yuan Zhang, Johannes van Dijk, Ronald M. Aarts, Wei Chen, Chen Chen
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Seizure detection system
unsupervised learning
supervised learning
EEG
aEEG
anomaly detection
Online Access:https://ieeexplore.ieee.org/document/9745094/

Internet

https://ieeexplore.ieee.org/document/9745094/

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