Publications by authors named "Giuseppe Varone"

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The golden age of online readout: EEG-informed TMS from manual probing to closed-loop neuromodulation.
Giuseppe Varone, Mana Biabani, Sara Tremblay, Joshua C Brown, Elisa Kallioniemi

Neuroimage· November 2025

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Frontotemporal dementia: a systematic review of artificial intelligence approaches in differential diagnosis.
Serena Dattola, Augusto Ielo, Giuseppe Varone, Alberto Cacciola, Angelo Quartarone

Front Aging Neurosci· April 2025

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A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting.
Giuseppe Varone, Cosimo Ieracitano, Aybike Özyüksel Çiftçioğlu, Tassadaq Hussain, Mandar Gogate

Entropy (Basel)· January 2023

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Source-based artifact-rejection techniques for TMS-EEG.
Tuomas P Mutanen, Johanna Metsomaa, Matilda Makkonen, Giuseppe Varone, Laura Marzetti

J Neurosci Methods· December 2022

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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

Neurocomputing (Amst)· April 2022

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The rt-TEP tool: real-time visualization of TMS-Evoked Potentials to maximize cortical activation and minimize artifacts.
Silvia Casarotto, Matteo Fecchio, Mario Rosanova, Giuseppe Varone, Sasha D'Ambrosio

J Neurosci Methods· March 2022

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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

Entropy (Basel)· January 2022

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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

Sensors (Basel)· December 2021

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Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures.
Giuseppe Varone, Zain Hussain, Zakariya Sheikh, Adam Howard, Wadii Boulila

Sensors (Basel)· January 2021

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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

Sensors (Basel)· February 2020

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