Anais Do 14º Simpósio Brasileiro De Automação Inteligente 2019
DOI: 10.17648/sbai-2019-111323
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Discrimination of Interictal and Preictal States Using Wavelet Analysis on EEG Signals of Patients with Intractable Convulsions

Abstract: The discrimination of the interictal and preictal states contributes to the construction of an efficient system of seizure prediction. Here, we performed the classification of the interictal and preictal states for EEG signals of the scalp. The energies of the levels obtained by the signal decomposition of the Wavelet Discrete Transform were used as features for classification. The kNN and SVM classifiers were used in the analysis of the individual EEG channels, which gave indications that the occipital lobe r… Show more

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