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 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)

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)