Umberto Aguglia

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 9

Top Topics

Network Analysis

Top Venues

Int. J. Medical Informatics

Int. J. Neural Syst.

Publications

Giuseppe Varone, Wadii Boulila, Angelo Pascarella, Sara Gasparini, Umberto Aguglia
Instrumentation for TMS-EEG Experiment: ArTGen and a Custom EEG Interface. Int. J. Imaging Syst. Technol. 34 (4) (2024)
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) (2022)
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) (2022)
Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Umberto Aguglia, Danilo Mandic, Francesco Carlo Morabito
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications. AII (2022)
Giuseppe Varone, Sara Gasparini, Edoardo Ferlazzo, Michele Ascoli, Giovanbattista Gaspare Tripodi, Chiara Zucco, Barbara Calabrese, Mario Cannataro, Umberto Aguglia
A Comprehensive Machine-Learning-Based Software Pipeline to Classify EEG Signals: A Case Study on PNES vs. Control Subjects. Sensors 20 (4) (2020)
Paolo Lo Giudice, Domenico Ursino, Nadia Mammone, Francesco Carlo Morabito, Umberto Aguglia, Vittoria Cianci, Edoardo Ferlazzo, Sara Gasparini
A network analysis based approach to characterizing periodic sharp wave complexes in electroencephalograms of patients with sporadic CJD. Int. J. Medical Informatics 121 (2019)
Sara Gasparini, Maurizio Campolo, Cosimo Ieracitano, Nadia Mammone, Edoardo Ferlazzo, Chiara Sueri, Giovanbattista Gaspare Tripodi, Umberto Aguglia, Francesco Carlo Morabito
Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures. Entropy 20 (2) (2018)
Paolo Lo Giudice, Nadia Mammone, Francesco Carlo Morabito, Domenico Ursino, Umberto Aguglia, Vittoria Cianci, Edoardo Ferlazzo, Sara Gasparini
Usage of network analysis to investigate Periodic Sharp Wave Complexes in EEGs of patients with sporadic CJD. SEBD (2017)
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
Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia. Int. J. Neural Syst. 27 (2) (2017)
Nadia Mammone, Fabio La Foresta, Giuseppina Inuso, Francesco Carlo Morabito, Umberto Aguglia, Vittoria Cianci
Algorithms and topographic mapping for epileptic seizures recognition and prediction. WIRN (2009)
Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci, Umberto Aguglia
Mutual information for measuring independence of STLmax time series in the epileptic brain. IJCNN (2008)