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ORCIDMichele Lo Giudice
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2020 – today
- 2025
[j4]Sergi Abadal
, Pablo Galván, Alberto Mármol, Nadia Mammone, Cosimo Ieracitano, Michele Lo Giudice, Alessandro Salvini, Francesco Carlo Morabito:
Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use cases. Neural Networks 181: 106792 (2025)- 2022
- [j3]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:
The Next Generation of eHealth: A Multidisciplinary Survey. IEEE Access 10: 134623-134646 (2022) - [j2]Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Giovanbattista Gaspare Tripodi, Edoardo Ferlazzo, Sara Gasparini, Umberto Aguglia, Francesco Carlo Morabito:
Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures. Entropy 24(1): 102 (2022) - [j1]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:
A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls. Sensors 22(1): 129 (2022) - [c3]Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Umberto Aguglia, Danilo P. Mandic, Francesco Carlo Morabito:
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications. AII 2022: 391-403 - [c2]Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Maurizio Campolo, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito:
Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications. IJCNN 2022: 1-8 - 2020
- [c1]Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito:
1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. IJCNN 2020: 1-7
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