PERPETUINI, DAVID
PERPETUINI, DAVID
DIPARTIMENTO DI INGEGNERIA E GEOLOGIA
A Machine Learning Approach to Classify Driver Mental Workload as Assessed by Electroencephalography through Infrared Thermal Imaging
2022-01-01 Perpetuini, D.; Filippini, C.; Nocco, S.; Tritto, M.; Cardone, D.; Merla, A.
A Machine Learning Framework for Gait and EMG Analysis for Post-stroke Motor Dysfunctions Assessment
2024-01-01 Romano, F.; Perpetuini, D.; Cardone, D.; Merla, A.
A Motion Artifact Correction Procedure for fNIRS Signals Based on Wavelet Transform and Infrared Thermography Video Tracking
2021-01-01 Perpetuini, D.; Cardone, D.; Filippini, C.; Chiarelli, A. M.; Merla, A.
Age-related ocular surface modifications assessment combining thermal infrared and deep learning approach.
2021-01-01 Filippini, C.; Chiarelli, A. M.; Cardone, D.; Perpetuini, D.; Lorenza, B.; Agnifili, L.; Mastropasqua, L.; Merla, A.
Altered Microcirculation in Alzheimer’s Disease Assessed by Machine Learning Applied to Functional Thermal Imaging Data
2022-01-01 Perpetuini, D.; Filippini, C.; Zito, M.; Cardone, D.; Merla, A.
An Overview of Approaches and Methods for the Cognitive Workload Estimation in Human–Machine Interaction Scenarios through Wearables Sensors
2024-01-01 Iarlori, S.; Perpetuini, D.; Tritto, M.; Cardone, D.; Tiberio, A.; Chinthakindi, M.; Filippini, C.; Cavanini, L.; Freddi, A.; Ferracuti, F.; Merla, A.; Monteriu, A.
An overview of thermal infrared imaging-based screenings during pandemic emergencies
2021-01-01 Perpetuini, D.; Filippini, C.; Cardone, D.; Merla, A.
Assessing Feasibility of Cognitive Impairment Testing Using Social Robotic Technology Augmented with Affective Computing and Emotional State Detection Systems
2023-01-01 Russo, S.; Lorusso, L.; D'Onofrio, G.; Ciccone, F.; Tritto, M.; Nocco, S.; Cardone, D.; Perpetuini, D.; Lombardo, M.; Lombardo, D.; Sancarlo, D.; Greco, A.; Merla, A.; Giuliani, F.
Assessing the Impact of Electrosuit Therapy on Cerebral Palsy: A Study on the Users’ Satisfaction and Potential Efficacy
2023-01-01 Perpetuini, D.; Russo, E. F.; Cardone, D.; Palmieri, R.; De Giacomo, A.; Intiso, D.; Pellicano, F.; Pellegrino, R.; Merla, A.; Calabro, R. S.; Filoni, S.
Assessment of autonomic response in 6–12-month-old babies during the interaction with robot and avatar by means of thermal infrared imaging
2023-01-01 Filippini, C.; Cardone, D.; Perpetuini, D.; Chiarelli, A. M.; Petitto, L. A.; Merla, A.
Assessment of the autonomic response in Alzheimer's patients during the execution of memory tasks: A functional thermal imaging study
2018-01-01 Perpetuini, David; Cardone, Daniela; Bucco, Roberta; Zito, Michele; Merla, Arcangelo
Assessment of Voice Disorders Using Machine Learning and Vocal Analysis of Voice Samples Recorded through Smartphones
2024-01-01 Di Cesare, M. G.; Perpetuini, D.; Cardone, D.; Merla, A.
Automated Affective Computing Based on Bio-Signals Analysis and Deep Learning Approach
2022-01-01 Filippini, C.; Di Crosta, A.; Palumbo, R.; Perpetuini, D.; Cardone, D.; Ceccato, I.; Di Domenico, A.; Merla, A.
Automated warping procedure for facial thermal imaging based on features identification in the visible domain
2021-01-01 Cardone, D.; Spadolini, E.; Perpetuini, D.; Filippini, C.; Chiarelli, A. M.; Merla, A.
Autonomic impairment in Alzheimer's disease is revealed by complexity analysis of functional thermal imaging signals during cognitive tasks
2019-01-01 Perpetuini, D.; Cardone, D.; Chiarelli, A. M.; Filippini, C.; Croce, P.; Zappasodi, F.; Rotunno, L.; Anzoletti, N.; Zito, M.; Merla, A.
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue?
2023-01-01 Perpetuini, David; Formenti, Damiano; Cardone, Daniela; Trecroci, Athos; Rossi, Alessio; Di Credico, Andrea; Merati, Giampiero; Alberti, Giampietro; Di Baldassarre, Angela; Merla, Arcangelo
Can Functional Infrared Thermal Imaging Estimate Mental Workload in Drivers as Evaluated by Sample Entropy of the fNIRS Signal?
2021-01-01 Perpetuini, D.; Cardone, D.; Filippini, C.; Spadolini, E.; Mancini, L.; Chiarelli, A. M.; Merla, A.
Central and Peripheral Thermal Signatures of Brain-Derived Fatigue during Unilateral Resistance Exercise: A Preliminary Study
2022-01-01 Perpetuini, D.; Formenti, D.; Iodice, P.; Cardone, D.; Filippini, C.; Chiarelli, A. M.; Michielon, G.; Trecroci, A.; Alberti, G.; Merla, A.
Cerebral perfusion and blood–brain barrier assessment in brain trauma using contrast-enhanced near-infrared spectroscopy with indocyanine green: A review
2020-01-01 Forcione, M.; Chiarelli, A. M.; Davies, D. J.; Perpetuini, D.; Sawosz, P.; Merla, A.; Belli, A.
Classification of Drivers’ Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals
2022-01-01 Cardone, D.; Perpetuini, D.; Filippini, C.; Mancini, L.; Nocco, S.; Tritto, M.; Rinella, S.; Giacobbe, A.; Fallica, G.; Ricci, F.; Gallina, S.; Merla, A.