Michele Lo Giudice

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 et al. · Sensors · 2021 · 44 citations · Full text

Life Sciences, Neurology, Neuroscience +17

Graph neural networks for electroencephalogram analysis: Alzheimer’s disease and epilepsy use cases

Sergi Abadal, Pablo Galván, Nadia Mammone et al. · Neural Networks · 2024 · 32 citations · Full text

Engineering, Biomedical Informatics, Electrical Engineering +17

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

Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano et al. · 2020 · 21 citations

Engineering, Bioengineering, Biomedical Engineering +17

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

Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano et al. · 2022 International Joint Conference on Neural Networks (IJCNN) · 2022 · 13 citations

Computing, Computer Science, Neuroscience +17

The Next Generation of eHealth: A Multidisciplinary Survey

Chiara Suraci, Vincenzo De Angelis, Giuseppina Lofaro et al. · IEEE Access · 2022 · 13 citations · Full text

Health Professions, Cybersecurity, Health Informatics +15