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 (IJCNN, 2008)

Algorithms and topographic mapping for epileptic seizures recognition and prediction. - Nadia Mammone; Fabio La Foresta; Giuseppina Inuso; Francesco Carlo Morabito; Umberto Aguglia; Vittoria Cianci (WIRN, 2009)

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 (SEBD, 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; et al. (Int. J. Neural Syst., 2017)

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)

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)

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)

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)

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)

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 001; Umberto Aguglia (Sensors, 2022)

A Multi-head CNN for Interictal EEG Classification of Epilepsy and PNES. - Michele Lo Giudice; Nadia Mammone; Umberto Aguglia; Alessandro Salvini; Francesco Carlo Morabito (WIRN, 2023)

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., 2024)