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- Fabio Babiloni
Sapienza University of Rome, Department of Molecular Medicine, Italy
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Publication search results
found 161 matches
- 2024
- Yara Badr, Usman Tariq, Fares Al-Shargie, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
:
A review on evaluating mental stress by deep learning using EEG signals. Neural Comput. Appl. 36(21): 12629-12654 (2024) - 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: 622-634 - 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 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): 8389 (2023) - 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): 5847 (2023) - Fares Al-Shargie
, Yara Badr, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash:
Classification of Mental Stress Levels using EEG Connectivity and Convolutional Neural Networks. EMBC 2023: 1-5 - Yara Badr, Fares Al-Shargie
, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash:
Mental Stress Detection and Mitigation using Machine Learning and Binaural Beat Stimulation. EMBC 2023: 1-5 - 2022
- Salvatore G. Chiarella
, Giulia Torromino
, Dionigi M. Gagliardi, Dario Rossi, Fabio Babiloni, Giulia Cartocci:
Investigating the negative bias towards artificial intelligence: Effects of prior assignment of AI-authorship on the aesthetic appreciation of abstract paintings. Comput. Hum. Behav. 137: 107406 (2022) - 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: 3568-3571 - 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: 3714-3717 - Rateb Katmah
, Fares Al-Shargie
, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash:
Mental Stress Assessment Using fNIRS and LSTM. SMC 2022: 2287-2292 - 2021
- Fares Al-Shargie
, Usman Tariq
, Fabio Babiloni
, Hasan Al-Nashash
:
Cognitive Vigilance Enhancement Using Audio Stimulation of Pure Tone at 250 Hz. IEEE Access 9: 22955-22970 (2021) - Bianca M. S. Inguscio
, Giulia Cartocci
, Nicolina Sciaraffa, Claudia Nasta, Andrea Giorgi
, Maria Nicastri
, Ilaria Giallini
, Antonio Greco
, Fabio Babiloni
, Patrizia Mancini
:
Neurophysiological Verbal Working Memory Patterns in Children: Searching for a Benchmark of Modality Differences in Audio/Video Stimuli Processing. Comput. Intell. Neurosci. 2021: 4158580:1-4158580:17 (2021) - Rateb Katmah
, Fares Al-Shargie
, Usman Tariq
, Fabio Babiloni
, Fadwa Al-Mughairbi, Hasan Al-Nashash
:
A Review on Mental Stress Assessment Methods Using EEG Signals. Sensors 21(15): 5043 (2021) - 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): 6088 (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): 2369 (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: 906-909 - 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: 427-434 - Fares Al-Shargie
, Rateb Katmah
, Usman Tariq, Fabio Babiloni, Fadwa Al-Mughairbi, Hasan Al-Nashash
:
Stress Assessment and Mitigation using fNIRS and Binaural Beat Stimulation. SMC 2021: 2678-2683 - 2020
- 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): 7251 (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: 584-587 - 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: 851-854 - 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: 76-86 - 2019
- Wanzeng Kong
, Luyun Wang, Sijia Xu, Fabio Babiloni, Hang Chen:
EEG Fingerprints: Phase Synchronization of EEG Signals as Biomarker for Subject Identification. IEEE Access 7: 121165-121173 (2019) - Giulia Cartocci
, Enrica Modica
, Dario Rossi
, Bianca M. S. Inguscio
, Pietro Aricò
, Ana C. Martinez Levy, Marco Mancini, Patrizia Cherubino
, Fabio Babiloni
:
Antismoking Campaigns' Perception and Gender Differences: A Comparison among EEG Indices. Comput. Intell. Neurosci. 2019: 7348795:1-7348795:9 (2019) - Hong Zeng
, Chen Yang, Hua Zhang, Zhenhua Wu
, Jiaming Zhang, Guojun Dai, Fabio Babiloni
, Wanzeng Kong
:
A LightGBM-Based EEG Analysis Method for Driver Mental States Classification. Comput. Intell. Neurosci. 2019: 3761203:1-3761203:11 (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): 704 (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): 1365 (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: 4554-4557 - 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: 50-61
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