LO GIUDICE, MICHELE
LO GIUDICE, MICHELE
Dipartimento di Scienze Mediche e Chirurgiche
A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls
2022-01-01 Varone, G.; Boulila, W.; Lo Giudice, M.; Benjdira, B.; Mammone, N.; Ieracitano, C.; Dashtipour, K.; Neri, S.; Gasparini, S.; Morabito, F. C.; Hussain, A.; Aguglia, U.
Convolutional Neural Network Classification of Rest EEG Signals among People with Epilepsy, Psychogenic Non Epileptic Seizures and Control Subjects
2022-01-01 Lo Giudice, Michele; Ferlazzo, Edoardo; Mammone, Nadia; Gasparini, Sara; Cianci, Vittoria; Pascarella, Angelo; Mammì, Anna; Mandic, Danilo; Morabito, Francesco Carlo; Aguglia, Umberto
Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures
2022-01-01 Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Tripodi, G. G.; Ferlazzo, E.; Gasparini, S.; Aguglia, U.; Morabito, F. C.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls | 1-gen-2022 | Varone, G.; Boulila, W.; Lo Giudice, M.; Benjdira, B.; Mammone, N.; Ieracitano, C.; Dashtipour, K.; Neri, S.; Gasparini, S.; Morabito, F. C.; Hussain, A.; Aguglia, U. | |
| Convolutional Neural Network Classification of Rest EEG Signals among People with Epilepsy, Psychogenic Non Epileptic Seizures and Control Subjects | 1-gen-2022 | Lo Giudice, Michele; Ferlazzo, Edoardo; Mammone, Nadia; Gasparini, Sara; Cianci, Vittoria; Pascarella, Angelo; Mammì, Anna; Mandic, Danilo; Morabito, Francesco Carlo; Aguglia, Umberto | |
| Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures | 1-gen-2022 | Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Tripodi, G. G.; Ferlazzo, E.; Gasparini, S.; Aguglia, U.; Morabito, F. C. |