1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. - Michele Lo Giudice; Giuseppe Varone; Cosimo Ieracitano; Nadia Mammone; Arcangelo Ranieri Bruna; Valeria Tomaselli; Francesco Carlo Morabito (IJCNN, 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)

Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures. - Giuseppe Varone; Zain U. Hussain; Zakariya Sheikh; Adam Howard; Wadii Boulila; Mufti Mahmud; Newton Howard; Francesco Carlo Morabito; Amir Hussain 001 (Sensors, 2021)

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 fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images. - Cosimo Ieracitano; Nadia Mammone; Mario Versaci; Giuseppe Varone; Abder-Rahman Ali; Antonio Armentano; Grazia Calabrese; Anna Ferrarelli; Lorena Turano; Carmela Tebala; Zain U. Hussain; Zakariya Sheikh; et al. (Neurocomputing, 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 Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting. - Giuseppe Varone; Cosimo Ieracitano; Aybike Özyüksel Çiftçioglu; Tassadaq Hussain; Mandar Gogate; Kia Dashtipour; Bassam Naji Al-Tamimi; Hani Almoamari; Iskender Akkurt; Amir Hussain 001 (Entropy, 2023)

Arabic Sentiment Analysis Based on Word Embeddings and Deep Learning. - Nasrin Elhassan; Giuseppe Varone; Rami Ahmed; Mandar Gogate; Kia Dashtipour; Hani Almoamari; Mohammed Ahmed El-Affendi; Bassam Naji Al-Tamimi; Faisal Albalwy; Amir Hussain 001 (Comput., 2023)

Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications. - Giuseppe Varone; Wadii Boulila; Maha Driss; Saru Kumari; Muhammad Khurram Khan; Thippa Reddy Gadekallu; Amir Hussain 001 (Inf. Fusion, 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., 2024)