MedicineComputer Science

Seizure Onset Detection in EEG Signals Based on Entropy from Generalized Gaussian PDF Modeling and Ensemble Bagging Classifier

A. Rincón, C. D'Giano, H. Batatia

2019.7.11Advances in Predictive, Preventive and Personalised Medicine

DOI: 10.1007/978-3-030-11800-6_1

tlooto 摘要

Preliminary experiments with 105 epileptic events suggest that the proposed methodology is a powerful tool for detecting seizures in epileptic signals in terms of classification accuracy, sensitivity and specificity.

摘要

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引用格式

RINCÓN, A.; D'GIANO, C.; BATATIA, H. Seizure onset detection in EEG signals based on entropy from generalized gaussian PDF modeling and ensemble bagging classifier. Advances in Predictive, Preventive and Personalised Medicine, 2019.