Performance investigation of epilepsy detection from noisy EEG signals using base-2-meta stacking classifier
Torikul Islam,
Redwanul Islam,
Monisha Basak
et al.
Abstract:Epilepsy is a chronic neurological disease, characterized by spontaneous, unprovoked, recurrent seizures that may lead to long-term disability and premature death. Despite significant efforts made to improve epilepsy detection clinically and pre-clinically, the pervasive presence of noise in EEG signals continues to pose substantial challenges to their effective application. In addition, discriminant features for epilepsy detection have not been investigated yet. The objective of this study is to develop a hyb… Show more
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