Epileptic seizure detection on EEG signals using machine learning techniques and advanced preprocessing methods

Chahira Mahjoub (1) , Régine Le Bouquin Jeannes (2, 3) , Tarek Lajnef (4) , Abdennaceur Kachouri (1)

1 Université de Sfax - University of Sfax
2 LTSI - Laboratoire Traitement du Signal et de l'Image
3 CRIBS - Centre de Recherche en Information Biomédicale sino-français
4 UdeM - Université de Montréal

Keywords: support vector machine; tunable-Q wavelet transform; multivariate empirical mode decomposition; electroencephalography; epilepsy

Domains: Life Sciences [q-bio]; Bioengineering

Chahira Mahjoub, Régine Le Bouquin Jeannes, Tarek Lajnef, Abdennaceur Kachouri. Epileptic seizure detection on EEG signals using machine learning techniques and advanced preprocessing methods. Biomedical Engineering = Biomedizinische Technik, 2020, 0, ⟨10.1515/bmt-2019-0001⟩. ⟨hal-02280256⟩