Identification of Epileptic Seizures from Electroencephalogram Using Transfer Learning
2021 6th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)(2021)
摘要
For diagnosis and treatment of epilepsy patients, it is important to identify epileptic seizures from electroencephalogram (EEG) records. Considering that time-frequency features characterize the EEG signal more comprehensively than from single time or frequency domain, we present a seizure detection approach that computes the time-frequency diagram of EEG signals and distinguish ictal periods usi...
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关键词
Wavelet transforms,Time-frequency analysis,Computational modeling,Transfer learning,Time series analysis,Neural networks,Brain modeling
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