Parkinson's disease resting tremor severity classification using machine learning with resampling techniques

por Channa, Asma, Cramariuc, Oana, Memon, Madeha, Popescu, Nirvana, Mammone, Nadia, Ruggeri, Giuseppe
Publicado 2022

Compressibility of High-Density EEG Signals in Stroke Patients

por Mammone, Nadia, De Salvo, Simona, Ieracitano, Cosimo, Marino, Silvia, Cartella, Emanuele, Bramanti, Alessia, Giorgianni, Roberto, Morabito, Francesco C.
Publicado 2018

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

Convolutional Neural Network Classification of Rest EEG Signals among People with Epilepsy, Psychogenic Non Epileptic Seizures and Control Subjects

por Lo Giudice, Michele, Ferlazzo, Edoardo, Mammone, Nadia, Gasparini, Sara, Cianci, Vittoria, Pascarella, Angelo, Mammì, Anna, Mandic, Danilo, Morabito, Francesco Carlo, Aguglia, Umberto
Publicado 2022

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

por Varone, Giuseppe, Boulila, Wadii, Lo Giudice, Michele, Benjdira, Bilel, Mammone, Nadia, Ieracitano, Cosimo, Dashtipour, Kia, Neri, Sabrina, Gasparini, Sara, Morabito, Francesco Carlo, Hussain, Amir, Aguglia, Umberto
Publicado 2021

A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images

por Ieracitano, Cosimo, Mammone, Nadia, Versaci, Mario, Varone, Giuseppe, Ali, Abder-Rahman, Armentano, Antonio, Calabrese, Grazia, Ferrarelli, Anna, Turano, Lorena, Tebala, Carmela, Hussain, Zain, Sheikh, Zakariya, Sheikh, Aziz, Sceni, Giuseppe, Hussain, Amir, Morabito, Francesco Carlo
Publicado 2022