A Comprehensive Machine-Learning-Based Software Pipeline to Classify EEG Signals: A Case Study on PNES vs. Control Subjects

por Varone, Giuseppe, Gasparini, Sara, Ferlazzo, Edoardo, Ascoli, Michele, Tripodi, Giovanbattista Gaspare, Zucco, Chiara, Calabrese, Barbara, Cannataro, Mario, Aguglia, Umberto
Publicado 2020

Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures

por Gasparini, Sara, Campolo, Maurizio, Ieracitano, Cosimo, Mammone, Nadia, Ferlazzo, Edoardo, Sueri, Chiara, Tripodi, Giovanbattista Gaspare, Aguglia, Umberto, Morabito, Francesco Carlo
Publicado 2018

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