Sensors (Basel, Switzerland)ElectroencephalographyHumansEpilepsyDeep LearningSleep
EEG Signal Classification with Data Augmentation for Epileptic Focus Localization and Deep Sleep Detection.
Ruixuan Chen, Xin Ma, Xusheng Li, Linfeng Sui, Taiyo Maeda, Qipeng Chen, Jianting Cao
Published: 202610.3390/s26020474
Abstract
Electroencephalography (EEG) plays a crucial role in clinical neurodiagnostics, particularly in epileptic focus localization and deep sleep detection. However, the limited availability of annotated EEG data hinders the generalization capability of de…
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