Gianluca Borghini

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 38

Top Topics

Realistic Settings

Laparoscopic Surgery

Top Venues

Publications

Christophe Hurter, Augustin Degas, Arnaud Guibert, Maelan Poyer, Nicolas Durand, Alexandre Veyrie, Ana Ferreira, Nicola Cavagnetto, Stefano Bonelli, Mobyen Uddin Ahmed, Waleed Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) (2024)
Vincenzo Ronca, Ana C. Martinez Levy, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Rossella Capotorto, Gianluca Borghini, Fabio Babiloni, Gianluca Di Flumeri
Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+. Sensors 23 (13) (2023)
Gianluca Di Flumeri, Andrea Giorgi, Daniele Germano, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Luca Tamborra, Ilaria Simonetti, Rossella Capotorto, Silvia Ferrara, Nicolina Sciaraffa, Fabio Babiloni, Pietro Aricò
A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees. Sensors 23 (20) (2023)
Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Pietro Aricò, Gianluca Borghini, Rossella Capotorto, Luca Tamborra, Ilaria Simonetti, Simone Sportiello, Marco Petrelli, Carlo Polidori, Rodrigo Varga, Marteyn van Gasteren, Arnab Barua, Mobyen Uddin Ahmed, Fabio Babiloni, Gianluca Di Flumeri
Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving. Frontiers Neurorobotics 17 (2023)
Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonello Di Florio, Vincenzo Ronca, Andrea Giorgi, Lorenzo Mezzadri, Renzo Gasparini, Roberto Tartaglino, Arianna Trettel, Fabio Babiloni
Real-time Pilot Crew's Mental Workload and Arousal Assessment During Simulated Flights for Training Evaluation: a Case Study. EMBC (2022)
Vincenzo Ronca, Gianluca Di Flumeri, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Nicolina Sciaraffa, Fabio Babiloni, Gianluca Borghini
Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving. EMBC (2022)
Siyang Song, Yiming Luo, Vincenzo Ronca, Gianluca Borghini, Hesam Sagha, Vera Barbara Rick, Alexander Mertens, Hatice Gunes
Deep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings. ECCV Workshops (5) (2022)
Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Patrizia Cherubino, Arianna Trettel, Fabio Babiloni, Gianluca Di Flumeri
The Sample Size Matters: To What Extent the Participant Reduction Affects the Outcomes of a Neuroscientific Research. A Case-Study in Neuromarketing Field. Sensors 21 (18) (2021)
Vincenzo Ronca, Andrea Giorgi, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Luca Tamborra, Ilaria Simonetti, Gianluca Borghini
A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare. Sensors 21 (5) (2021)
Nicolina Sciaraffa, Daniele Germano, Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò
Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis. EMBC (2021)
Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Nicolina Sciaraffa, Antonello Di Florio, Luca Tamborra, Ilaria Simonetti, Pietro Aricò, Gianluca Di Flumeri, Dario Rossi, Gianluca Borghini
Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies. Sensors 21 (7) (2021)
Vincenzo Ronca, Gianluca Di Flumeri, Andrea Giorgi, Alessia Vozzi, Pietro Aricò, Nicolina Sciaraffa, Luca Tamborra, Ilaria Simonetti, Antonello Di Florio, Fabio Babiloni, Gianluca Borghini
Low-invasive Neurophysiological Evaluation of Human Emotional State on Teleworkers. IJCCI (2021)
Hong Zeng, Xiufeng Li, Gianluca Borghini, Yue Zhao, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Wael Zakaria, Wanzeng Kong, Fabio Babiloni
An EEG-Based Transfer Learning Method for Cross-Subject Fatigue Mental State Prediction. Sensors 21 (7) (2021)
Hong Zeng, Jia-ming Zhang, Wael Zakaria, Fabio Babiloni, Gianluca Borghini, Xiufeng Li, Wanzeng Kong
InstanceEasyTL: An Improved Transfer-Learning Method for EEG-Based Cross-Subject Fatigue Detection. Sensors 20 (24) (2020)
Vincenzo Ronca, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Fabio Babiloni, Gianluca Borghini
Contactless Physiological Assessment of Mental Workload During Teleworking-like Task. H-WORKLOAD (2020)
Gianluca Borghini, Andrea Bandini, Silvia Orlandi, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Vincenzo Ronca, Stefano Bonelli, Martina Ragosta, Paola Tomasello, Ugur Turhan, Birsen Açikel, Ali Ozan, Jean-Paul Imbert, Géraud Granger, Raïlane Benhacène, Fabrice Drogoul, Fabio Babiloni
Stress Assessment by Combining Neurophysiological Signals and Radio Communications of Air Traffic Controllers. EMBC (2020)
Rosa Maria Resende de Almeida, Adriana Grau Aberturas, Yolanda Bueno Aguado, Maurizio Atzori, Alessandro Barenghi, Gianluca Borghini, Carlos Alberto Catalina Ortega, Sara Comai, Raquel Losada Durán, Mariagrazia Fugini, Hatice Gunes, Basam Musleh Lancis, Gerardo Pelosi, Vincenzo Ronca, Licia Sbattella, Roberto Tedesco, Tian Xu
Decision Support Systems to Promote Health and Well-Being of People During Their Working Age: The Case of the WorkingAge EU Project. SAMOS (2020)
Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Fabio Babiloni
Assessment of Athletes' Attitude: Physiological Evaluation via Wearable Sensors during Grappling Competitions. EMBC (2020)
Nicolina Sciaraffa, Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Antonio Di Florio, Fabio Babiloni
On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task. H-WORKLOAD (2019)
Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Antonello Di Florio, Fabio Babiloni
The Dry Revolution: Evaluation of Three Different EEG Dry Electrode Types in Terms of Signal Spectral Features, Mental States Classification and Usability. Sensors 19 (6) (2019)
Maxime Reynal, Pietro Aricò, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Fabio Babiloni
Involving Hearing, Haptics and Kinesthetics into Non-visual Interaction Concepts for an Augmented Remote Tower Environment. VISIGRAPP (Revised Selected Papers) (2019)
Maxime Reynal, Jean-Paul Imbert, Pietro Aricò, Jérôme Toupillier, Gianluca Borghini, Christophe Hurter
Audio Focus: Interactive spatial sound coupled with haptics to improve sound source location in poor visibility. Int. J. Hum. Comput. Stud. 129 (2019)
Ennia Acerra, Margherita Pazzini, Navid Ghasemi, Valeria Vignali, Claudio Lantieri, Andrea Simone, Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Paola Lanzi, Fabio Babiloni
EEG-Based Mental Workload and Perception-Reaction Time of the Drivers While Using Adaptive Cruise Control. H-WORKLOAD (2019)
Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Fabio Babiloni
Correlation and Similarity between Cerebral and Non-Cerebral Electrical Activity for User's States Assessment. Sensors 19 (3) (2019)
Maxime Reynal, Pietro Aricò, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Fabio Babiloni
Investigating Multimodal Augmentations Contribution to Remote Control Tower Contexts for Air Traffic Management. VISIGRAPP (2: HUCAPP) (2019)
Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Stefano Bonelli, Fabrice Drogoul, Alessia Vozzi, Vincenzo Ronca, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni
Toward a cooperation index based on EEG-workload causality: preliminary findings on aerospace-like tasks. EMBC (2019)
Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni
EEG-Based Workload Index as a Taxonomic Tool to Evaluate the Similarity of Different Robot-Assisted Surgery Systems. H-WORKLOAD (2019)
Pietro Aricò, Maxime Reynal, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Enea Pavone, Alexandru C. Telea, Fabio Babiloni
Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers. EMBC (2018)
Frédéric Dehais, Alban Duprès, Gianluca Di Flumeri, Kevin J. Verdiere, Gianluca Borghini, Fabio Babiloni, Raphaëlle N. Roy
Monitoring Pilot's Cognitive Fatigue with Engagement Features in Simulated and Actual Flight Conditions Using an Hybrid fNIRS-EEG Passive BCI. SMC (2018)
Giulia Cartocci, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Gianluca Borghini, Paolo Malerba, Lucia Oriella Piccioni, Fabio Babiloni
Alpha and Theta EEG Variations as Indices of Listening Effort to Be Implemented in Neurofeedback Among Cochlear Implant Users. Symbiotic (2017)
Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Jlenia Toppi, Alfredo Colosimo, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni
How the workload impacts on cognitive cooperation: A pilot study. EMBC (2017)
Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Arianna Trettel, Fabio Babiloni, Alfredo Colosimo, María Trinidad Herrero Ezquerro
EEG-based Approach-Withdrawal index for the pleasantness evaluation during taste experience in realistic settings. EMBC (2017)
Wanzeng Kong, Zhanpeng Zhou, Bei Jiang, Fabio Babiloni, Gianluca Borghini
Assessment of driving fatigue based on intra/inter-region phase synchronization. Neurocomputing 219 (2017)
Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Alfredo Colosimo, Fabio Babiloni
Passive BCI in Operational Environments: Insights, Recent Advances, and Future Trends. IEEE Trans. Biomed. Eng. 64 (7) (2017)
Giovanni Vecchiato, Gianluca Borghini, Pietro Aricò, Ilenia Graziani, Anton Giulio Maglione, Patrizia Cherubino, Fabio Babiloni
Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks. Medical Biol. Eng. Comput. 54 (10) (2016)
Giulia Cartocci, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Paolo Malerba, Gianluca Borghini, Gianluca Di Flumeri, Pietro Aricò, Fabio Babiloni
Applications in cochlear implants and avionic: Examples of how neurometric measurements of the human perception could help the choice of appropriate human-machine interaction solutions beyond behavioral data . PsychNology J. 14 (2-3) (2016)
Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Alfredo Colosimo, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni
Neurophysiological measures for users' training objective assessment during simulated robot-assisted laparoscopic surgery. EMBC (2016)
Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Alfredo Colosimo, Fabio Babiloni
A new regression-based method for the eye blinks artifacts correction in the EEG signal, without using any EOG channel. EMBC (2016)
Gianluca Di Flumeri, Gianluca Borghini, Pietro Aricò, Alfredo Colosimo, Simone Pozzi, Stefano Bonelli, Alessia Golfetti, Wanzeng Kong, Fabio Babiloni
On the Use of Cognitive Neurometric Indexes in Aeronautic and Air Traffic Management Environments. Symbiotic (2015)
Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Serenella Salinari, Alfredo Colosimo, Stefano Bonelli, Linda Napoletano, Ana Ferreira, Fabio Babiloni
Avionic technology testing by using a cognitive neurometric index: A study with professional helicopter pilots. EMBC (2015)
Giulia Cartocci, Anton Giulio Maglione, Giovanni Vecchiato, Gianluca Di Flumeri, Alfredo Colosimo, Alessandro Scorpecci, Pasquale Marsella, Sara Giannantonio, Paolo Malerba, Gianluca Borghini, Pietro Aricò, Fabio Babiloni
Mental workload estimations in unilateral deafened children. EMBC (2015)
Fumihiko Taya, Yu Sun, Gianluca Borghini, Pietro Aricò, Fabio Babiloni, Anastasios Bezerianos, Nitish V. Thakor
Training-induced changes in information transfer efficiency of the brain network: A functional connectome approach. NER (2015)
Wanzeng Kong, Weicheng Lin, Fabio Babiloni, Sanqing Hu, Gianluca Borghini
Alertness Using the Granger Causality Network. Sensors 15 (8) (2015)
Anastasios Bezerianos, Yu Sun, Yu Chen, Kian Fong Woong, Fumihiko Taya, Pietro Aricò, Gianluca Borghini, Fabio Babiloni, Nitish V. Thakor
Cooperation driven coherence: Brains working hard together. EMBC (2015)
Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Alfredo Colosimo, Ilenia Graziani, Jean-Paul Imbert, Géraud Granger, Raïlene Benhacène, Michela Terenzi, Simone Pozzi, Fabio Babiloni
Reliability over time of EEG-based mental workload evaluation during Air Traffic Management (ATM) tasks. EMBC (2015)
Anton Giulio Maglione, Gianluca Borghini, Pietro Aricò, F. Borgia, Ilenia Graziani, Alfredo Colosimo, Wanzeng Kong, Giovanni Vecchiato, Fabio Babiloni
Evaluation of the workload and drowsiness during car driving by using high resolution EEG activity and neurophysiologic indices. EMBC (2014)
Gianluca Borghini, Pietro Aricò, Federico Ferri, Ilenia Graziani, Simone Pozzi, Linda Napoletano, Jean-Paul Imbert, Géraud Granger, Raïlene Benhacène, Fabio Babiloni
A neurophysiological training evaluation metric for Air Traffic Management. EMBC (2014)
Fabio Babiloni, Patrizia Cherubino, Ilenia Graziani, Arianna Trettel, G. M. Bagordo, C. Cundari, Gianluca Borghini, Pietro Aricò, Anton Giulio Maglione, Giovanni Vecchiato
The great beauty: A neuroaesthetic study by neuroelectric imaging during the observation of the real Michelangelo's Moses sculpture. EMBC (2014)
Pietro Aricò, Gianluca Borghini, Ilenia Graziani, Fumihiko Taya, Yu Sun, Anastasios Bezerianos, Nitish V. Thakor, Febo Cincotti, Fabio Babiloni
Towards a multimodal bioelectrical framework for the online mental workload evaluation. EMBC (2014)
Gianluca Borghini, Pietro Aricò, Laura Astolfi, Jlenia Toppi, Febo Cincotti, Donatella Mattia, Patrizia Cherubino, Giovanni Vecchiato, Anton Giulio Maglione, Ilenia Graziani, Francesca Babiloni
Frontal EEG theta changes assess the training improvements of novices in flight simulation tasks. EMBC (2013)
Francesca Babiloni, Patrizia Cherubino, Ilenia Graziani, Arianna Trettel, Francesco Infarinato, Daniela Picconi, Gianluca Borghini, Anton Giulio Maglione, Donatella Mattia, Giovanni Vecchiato
Neuroelectric brain imaging during a real visit of a fine arts gallery: a neuroaesthetic study of XVII century Dutch painters. EMBC (2013)
Laura Astolfi, Jlenia Toppi, Gianluca Borghini, Giovanni Vecchiato, Eric J. He, A. Roy, Febo Cincotti, Serenella Salinari, Donatella Mattia, Bin He, Fabio Babiloni
Cortical activity and functional hyperconnectivity by simultaneous EEG recordings from interacting couples of professional pilots. EMBC (2012)
Gianluca Borghini, Giovanni Vecchiato, Jlenia Toppi, Laura Astolfi, Anton Giulio Maglione, R. Isabella, C. Caltagirone, Wanzeng Kong, Daming Wei, Z. Zhou, L. Polidori, S. Vitiello, Fabio Babiloni
Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices. EMBC (2012)
Fabrizio de Vico Fallani, Jlenia Toppi, Claudia di Lanzo, Giovanni Vecchiato, Laura Astolfi, Gianluca Borghini, Donatella Mattia, Febo Cincotti, Fabio Babiloni
Redundancy in Functional Brain Connectivity from EEG Recordings. Int. J. Bifurc. Chaos 22 (7) (2012)
Laura Astolfi, Jlenia Toppi, Gianluca Borghini, Giovanni Vecchiato, R. Isabella, Fabrizio de Vico Fallani, Febo Cincotti, Serenella Salinari, Donatella Mattia, Bin He, C. Caltagirone, Francesca Babiloni
Study of the functional hyperconnectivity between couples of pilots during flight simulation: An EEG hyperscanning study. EMBC (2011)