Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epilepti...

por Lo Giudice, Michele, Varone, Giuseppe, Ieracitano, Cosimo, Mammone, Nadia, Tripodi, Giovanbattista Gaspare, Ferlazzo, Edoardo, Gasparini, Sara, Aguglia, Umberto, Morabito, Francesco Carlo
Publicado 2022

Convolutional Neural Network Classification of Rest EEG Signals among People with Epilepsy, Psychogenic Non Epileptic Seizures and Control Subjects

por Lo Giudice, Michele, Ferlazzo, Edoardo, Mammone, Nadia, Gasparini, Sara, Cianci, Vittoria, Pascarella, Angelo, Mammì, Anna, Mandic, Danilo, Morabito, Francesco Carlo, Aguglia, Umberto
Publicado 2022

A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls

por Varone, Giuseppe, Boulila, Wadii, Lo Giudice, Michele, Benjdira, Bilel, Mammone, Nadia, Ieracitano, Cosimo, Dashtipour, Kia, Neri, Sabrina, Gasparini, Sara, Morabito, Francesco Carlo, Hussain, Amir, Aguglia, Umberto
Publicado 2021