Michele Lo Giudice

According to our database, Michele Lo Giudice authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

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

Sensors, 2022

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

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

Entropy, 2022

The Next Generation of eHealth: A Multidisciplinary Survey.

Chiara Suraci, Vincenzo De Angelis, Giuseppina Lofaro, Michele Lo Giudice, Giuseppe Marrara, Federica Rinaldi, Antonia Russo, Martina Teresa Bevacqua, Gianluca Lax, Nadia Mammone, Antonino Mazza Laboccetta, Francesco Carlo Morabito, Giuseppe Araniti

IEEE Access, 2022

Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications.

Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Maurizio Campolo, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito

Proceedings of the International Joint Conference on Neural Networks, 2022

Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications.

Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Umberto Aguglia, Danilo P. Mandic, Francesco Carlo Morabito

AII, 2022

2020

1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications.

Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020