Umberto Aguglia

According to our database, Umberto Aguglia authored at least 11 papers between 2008 and 2024.

Collaborative distances:

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

2024

Instrumentation for TMS-EEG Experiment: ArTGen and a Custom EEG Interface.

Giuseppe Varone, Wadii Boulila, Angelo Pascarella, Sara Gasparini, Umberto Aguglia

Int. J. Imaging Syst. Technol., July, 2024

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

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

A Comprehensive Machine-Learning-Based Software Pipeline to Classify EEG Signals: A Case Study on PNES vs. Control Subjects.

Giuseppe Varone, Sara Gasparini, Edoardo Ferlazzo, Michele Ascoli, Giovanbattista Gaspare Tripodi, Chiara Zucco, Barbara Calabrese, Mario Cannataro, Umberto Aguglia

Sensors, 2020

2019

A network analysis based approach to characterizing periodic sharp wave complexes in electroencephalograms of patients with sporadic CJD.

Paolo Lo Giudice, Domenico Ursino, Nadia Mammone, Francesco Carlo Morabito, Umberto Aguglia, Vittoria Cianci, Edoardo Ferlazzo, Sara Gasparini

Int. J. Medical Informatics, 2019

2018

Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures.

Sara Gasparini, Maurizio Campolo, Cosimo Ieracitano, Nadia Mammone, Edoardo Ferlazzo, Chiara Sueri, Giovanbattista Gaspare Tripodi, Umberto Aguglia, Francesco Carlo Morabito

Entropy, 2018

2017

Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia.

Francesco Carlo Morabito, Maurizio Campolo, Nadia Mammone, Mario Versaci, Silvana Franceschetti, Fabrizio Tagliavini, Vito Sofia, Daniela Fatuzzo, Antonio Gambardella, Angelo Labate, Laura Mumoli, Giovanbattista Gaspare Tripodi, Sara Gasparini, Vittoria Cianci, Chiara Sueri, Edoardo Ferlazzo, Umberto Aguglia

Int. J. Neural Syst., 2017

Usage of network analysis to investigate Periodic Sharp Wave Complexes in EEGs of patients with sporadic CJD.

Paolo Lo Giudice, Nadia Mammone, Francesco Carlo Morabito, Domenico Ursino, Umberto Aguglia, Vittoria Cianci, Edoardo Ferlazzo, Sara Gasparini

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

2009

Algorithms and topographic mapping for epileptic seizures recognition and prediction.

Nadia Mammone, Fabio La Foresta, Giuseppina Inuso, Francesco Carlo Morabito, Umberto Aguglia, Vittoria Cianci

Proceedings of the Neural Nets WIRN09, 2009

2008

Mutual information for measuring independence of STLmax time series in the epileptic brain.

Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci, Umberto Aguglia

Proceedings of the International Joint Conference on Neural Networks, 2008