Automated System for Epileptic EEG Detection Using Iterative Filtering

Rishi Raj Sharma, Piyush Varshney,Ram Bilas Pachori,Santosh Kumar Vishvakarma

IEEE Sensors Letters（2018）

引用 72|浏览3

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摘要

The nonstationary characteristics present in electroencephalogram (EEG) signal require a crucial analysis that can reveal a method for diagnosis of neurological abnormalities, especially epilepsy. This article presents a new technique for automated classification of epileptic EEG signals based on iterative filtering (IF) of EEG signals. The superiority of IF over empirical mode decomposition for t...

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关键词

Electroencephalography,Entropy,Feature extraction,Epilepsy,Splines (mathematics),Algorithm design and analysis

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