PERPETUINI, David
PERPETUINI, David
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.
Advanced Machine Learning Approaches for Classifying Parkinson’s Disease Using fNIRS Data from Gait Analysis
2024-01-01 Quattrocelli, S.; Merla, A.; Cardone, D.; Perpetuini, D.
Advancing Voice Authentication: Insights from Cepstral Coefficients and Recursive Feature Elimination in Speech Signal
2024-01-01 Di Cesare, M. G.; Cardone, D.; Merla, A.; Perpetuini, D.
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.
An fNIRS Based Assessment of Cortical Plasticity in Children with Cerebral Palsy Undergoing Robotic-Assisted Gait Training
2024-01-01 Perpetuini, D.; Russo, E. F.; Cardone, D.; Palmieri, R.; Di Cesare, M. G.; Tritto, M.; Pellegrino, R.; Calabro, R. S.; Filoni, S.; Merla, A.
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.
Comparative Evaluation of Psychophysiological State in Psychologists vs. Tablet-Based Administration of the Mini-Mental Test Through Thermal Imaging
2024-01-01 Perpetuini, D.; Iarlori, S.; Cardone, D.; Chinthakindi, M.; Bubbico, G.; Di Cesare, M. G.; Monteriu, A.; Merla, A.; Tritto, M.
Convolutional neural network model for augmentation index prediction based on photoplethysmography
2021-01-01 Perpetuini, D.; Filippini, C.; Chiarelli, A. M.; Cardone, D.; Rinella, S.; Massimino, S.; Bianco, F.; Bucciarelli, V.; Vinciguerra, V.; Fallica, P.; Perciavalle, V.; Gallina, S.; Merla, A.
Detection of Temporomandibular Joint Disfunction in Juvenile Idiopathic Arthritis Through Infrared Thermal Imaging and a Machine Learning Procedure
2021-01-01 Perpetuini, D.; Trippetti, N.; Cardone, D.; Breda, L.; D'Attilio, M.; Merla, A.
Driver drowsiness detection relying on infrared thermal imaging: a machine learning approach
2023-01-01 Cardone, D.; Perpetuini, D.; Tritto, M.; Nocco, S.; Tiberio, A.; Merla, A.
Driver drowsiness evaluation by means of thermal infrared imaging: Preliminary results
2021-01-01 Cardone, D.; Filippini, C.; Mancini, L.; Pomante, A.; Tritto, M.; Nocco, S.; Perpetuini, D.; Merla, A.
Drivers' mental workload assessment based on machine learning applied to multimodal physiological data
2023-01-01 Perpetuini, D.; Cardone, D.; Tritto, M.; Nocco, S.; Tiberio, A.; Merla, A.
Enhancing Human-Robot Interaction Using Generative Artificial Intelligence: The Case of The NAO Robot
2025-01-01 Campilii, Elena; Perpetuini, David; Merla, Arcangelo; Cardone, Daniela
Exploring The Impact of Soundscapes on Emotional States: A Data Driven Approach on Environmental Noise Recording
2024-01-01 Di Cesare, M. G.; Perpetuini, D.; Cardone, D.; Merla, A.
Identification of Thyroid Papillary Carcinoma and Adenoma through Thermal Imaging: Preliminary Results
2023-01-01 Perpetuini, D.; Cardone, D.; Manunzio, R.; Buffone, A.; Merla, A.; Bove, A.
Integrated Multi-channel PPG and ECG System for Cardiovascular Risk Assessment
2019-01-01 Perpetuini, David; Maria Chiarelli, Antonio; Vinciguerra, Vincenzo; Vitulli, Piergiusto; Rinella, Sergio; Cardone, Daniela; Bianco, Francesco; Perciavalle, Vincenzo; Gallina, Sabina; Fallica, Giorgio; Merla, Arcangelo
Machine Learning-Based Estimation of POMA Scores from EMG and Kinematic Data in Stroke Patients
2024-01-01 Romano, F.; Perpetuini, D.; Cardone, D.; Merla, A.
Modifications of Microstates in Resting-State EEG Associated to Cognitive Decline in Early Alzheimer’s Disease Assessed by a Machine Learning Approach
2024-01-01 Perpetuini, D.; Croce, P.; Chiarelli, A. M.; Cardone, D.; Zappasodi, F.; Merla, A.
Physiological and Neurofunctional Adaptations to Robotic-Assisted Gait Therapy in Cerebral Palsy: A Double Case Study
2025-01-01 Romano, Francesco; Campilii, Elena; Perpetuini, David; Russo, Emanuele Francesco; Gatta, Maria Teresa; Paolucci, Teresa; Di Nicola, Marta; Merla, Arcangelo; Morone, Giovanni; Moretti, Antimo; Cardone, Daniela
Preliminary Findings on the Use of Infrared Thermal Imaging for the Detection of Reactive Hyperemia in the Upper Limb on Vasculopathic Patients
2023-01-01 Perpetuini, D.; Tritto, M.; Cardone, D.; Gatta, G.; Scarlatella, A.; Nardella, M.; Napolitano, F.; Merla, A.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Machine Learning Framework for Gait and EMG Analysis for Post-stroke Motor Dysfunctions Assessment | 1-gen-2024 | Romano, F.; Perpetuini, D.; Cardone, D.; Merla, A. | |
| Advanced Machine Learning Approaches for Classifying Parkinson’s Disease Using fNIRS Data from Gait Analysis | 1-gen-2024 | Quattrocelli, S.; Merla, A.; Cardone, D.; Perpetuini, D. | |
| Advancing Voice Authentication: Insights from Cepstral Coefficients and Recursive Feature Elimination in Speech Signal | 1-gen-2024 | Di Cesare, M. G.; Cardone, D.; Merla, A.; Perpetuini, D. | |
| Age-related ocular surface modifications assessment combining thermal infrared and deep learning approach | 1-gen-2021 | Filippini, C.; Chiarelli, A. M.; Cardone, D.; Perpetuini, D.; Lorenza, B.; Agnifili, L.; Mastropasqua, L.; Merla, A. | |
| An fNIRS Based Assessment of Cortical Plasticity in Children with Cerebral Palsy Undergoing Robotic-Assisted Gait Training | 1-gen-2024 | Perpetuini, D.; Russo, E. F.; Cardone, D.; Palmieri, R.; Di Cesare, M. G.; Tritto, M.; Pellegrino, R.; Calabro, R. S.; Filoni, S.; Merla, A. | |
| Can Functional Infrared Thermal Imaging Estimate Mental Workload in Drivers as Evaluated by Sample Entropy of the fNIRS Signal? | 1-gen-2021 | Perpetuini, D.; Cardone, D.; Filippini, C.; Spadolini, E.; Mancini, L.; Chiarelli, A. M.; Merla, A. | |
| Comparative Evaluation of Psychophysiological State in Psychologists vs. Tablet-Based Administration of the Mini-Mental Test Through Thermal Imaging | 1-gen-2024 | Perpetuini, D.; Iarlori, S.; Cardone, D.; Chinthakindi, M.; Bubbico, G.; Di Cesare, M. G.; Monteriu, A.; Merla, A.; Tritto, M. | |
| Convolutional neural network model for augmentation index prediction based on photoplethysmography | 1-gen-2021 | Perpetuini, D.; Filippini, C.; Chiarelli, A. M.; Cardone, D.; Rinella, S.; Massimino, S.; Bianco, F.; Bucciarelli, V.; Vinciguerra, V.; Fallica, P.; Perciavalle, V.; Gallina, S.; Merla, A. | |
| Detection of Temporomandibular Joint Disfunction in Juvenile Idiopathic Arthritis Through Infrared Thermal Imaging and a Machine Learning Procedure | 1-gen-2021 | Perpetuini, D.; Trippetti, N.; Cardone, D.; Breda, L.; D'Attilio, M.; Merla, A. | |
| Driver drowsiness detection relying on infrared thermal imaging: a machine learning approach | 1-gen-2023 | Cardone, D.; Perpetuini, D.; Tritto, M.; Nocco, S.; Tiberio, A.; Merla, A. | |
| Driver drowsiness evaluation by means of thermal infrared imaging: Preliminary results | 1-gen-2021 | Cardone, D.; Filippini, C.; Mancini, L.; Pomante, A.; Tritto, M.; Nocco, S.; Perpetuini, D.; Merla, A. | |
| Drivers' mental workload assessment based on machine learning applied to multimodal physiological data | 1-gen-2023 | Perpetuini, D.; Cardone, D.; Tritto, M.; Nocco, S.; Tiberio, A.; Merla, A. | |
| Enhancing Human-Robot Interaction Using Generative Artificial Intelligence: The Case of The NAO Robot | 1-gen-2025 | Campilii, Elena; Perpetuini, David; Merla, Arcangelo; Cardone, Daniela | |
| Exploring The Impact of Soundscapes on Emotional States: A Data Driven Approach on Environmental Noise Recording | 1-gen-2024 | Di Cesare, M. G.; Perpetuini, D.; Cardone, D.; Merla, A. | |
| Identification of Thyroid Papillary Carcinoma and Adenoma through Thermal Imaging: Preliminary Results | 1-gen-2023 | Perpetuini, D.; Cardone, D.; Manunzio, R.; Buffone, A.; Merla, A.; Bove, A. | |
| Integrated Multi-channel PPG and ECG System for Cardiovascular Risk Assessment | 1-gen-2019 | Perpetuini, David; Maria Chiarelli, Antonio; Vinciguerra, Vincenzo; Vitulli, Piergiusto; Rinella, Sergio; Cardone, Daniela; Bianco, Francesco; Perciavalle, Vincenzo; Gallina, Sabina; Fallica, Giorgio; Merla, Arcangelo | |
| Machine Learning-Based Estimation of POMA Scores from EMG and Kinematic Data in Stroke Patients | 1-gen-2024 | Romano, F.; Perpetuini, D.; Cardone, D.; Merla, A. | |
| Modifications of Microstates in Resting-State EEG Associated to Cognitive Decline in Early Alzheimer’s Disease Assessed by a Machine Learning Approach | 1-gen-2024 | Perpetuini, D.; Croce, P.; Chiarelli, A. M.; Cardone, D.; Zappasodi, F.; Merla, A. | |
| Physiological and Neurofunctional Adaptations to Robotic-Assisted Gait Therapy in Cerebral Palsy: A Double Case Study | 1-gen-2025 | Romano, Francesco; Campilii, Elena; Perpetuini, David; Russo, Emanuele Francesco; Gatta, Maria Teresa; Paolucci, Teresa; Di Nicola, Marta; Merla, Arcangelo; Morone, Giovanni; Moretti, Antimo; Cardone, Daniela | |
| Preliminary Findings on the Use of Infrared Thermal Imaging for the Detection of Reactive Hyperemia in the Upper Limb on Vasculopathic Patients | 1-gen-2023 | Perpetuini, D.; Tritto, M.; Cardone, D.; Gatta, G.; Scarlatella, A.; Nardella, M.; Napolitano, F.; Merla, A. |