David Perpetuini

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 46

Top Topics

Machine Learning

Botulinum Toxin

Top Venues

Sensors (Basel, Switzerland)

Bioengineering (Basel, Switzerland)

Journal of clinical medicine

Entropy (Basel, Switzerland)

This page only lists publications with an associated author ORCID identifier.

Publications

Francesco Romano, Damiano Formenti, Daniela Cardone, Emanuele Francesco Russo, Paolo Castiglioni, Giampiero Merati, Arcangelo Merla, David Perpetuini
Data-Driven Identification of Stroke through Machine Learning Applied to Complexity Metrics in Multimodal Electromyography and Kinematics. Entropy (Basel, Switzerland) 26 (7) (2024)
Andrea Di Credico, David Perpetuini, Pascal Izzicupo, Giulia Gaggi, Nicola Mammarella, Alberto Di Domenico, Rocco Palumbo, Pasquale La Malva, Daniela Cardone, Arcangelo Merla, Barbara Ghinassi, Angela Di Baldassarre
Predicting Sleep Quality through Biofeedback: A Machine Learning Approach Using Heart Rate Variability and Skin Temperature. Clocks & sleep 6 (3) (2024)
Andrea Di Credico, David Perpetuini, Pascal Izzicupo, Giulia Gaggi, Nicola Mammarella, Alberto Di Domenico, Rocco Palumbo, Pasquale La Malva, Daniela Cardone, Arcangelo Merla, Barbara Ghinassi, Angela Di Baldassarre
Predicting Sleep Quality through Biofeedback: A Machine Learning Approach Using Heart Rate Variability and Skin Temperature. Clocks & sleep 6 (3) (2024)
Nicole Chiou, Mehmet Günal, Oluwasanmi O Koyejo, David Perpetuini, Antonio Maria Chiarelli, Kathy A Low, Monica Fabiani, Gabriele Gratton
Single-Trial Detection and Classification of Event-Related Optical Signals for a Brain-Computer Interface Application. Bioengineering (Basel, Switzerland) 11 (8) (2024)
Francesco Romano, Damiano Formenti, Daniela Cardone, Emanuele Francesco Russo, Paolo Castiglioni, Giampiero Merati, Arcangelo Merla, David Perpetuini
Data-Driven Identification of Stroke through Machine Learning Applied to Complexity Metrics in Multimodal Electromyography and Kinematics. Entropy (Basel, Switzerland) 26 (7) (2024)
Nicole Chiou, Mehmet Günal, Oluwasanmi O Koyejo, David Perpetuini, Antonio Maria Chiarelli, Kathy A Low, Monica Fabiani, Gabriele Gratton
Single-Trial Detection and Classification of Event-Related Optical Signals for a Brain-Computer Interface Application. Bioengineering (Basel, Switzerland) 11 (8) (2024)
Francesco Romano, Damiano Formenti, Daniela Cardone, Emanuele Francesco Russo, Paolo Castiglioni, Giampiero Merati, Arcangelo Merla, David Perpetuini
Data-Driven Identification of Stroke through Machine Learning Applied to Complexity Metrics in Multimodal Electromyography and Kinematics. Entropy (Basel, Switzerland) 26 (7) (2024)
Michele Giuseppe Di Cesare, David Perpetuini, Daniela Cardone, Arcangelo Merla
Machine Learning-Assisted Speech Analysis for Early Detection of Parkinson's Disease: A Study on Speaker Diarization and Classification Techniques. Sensors (Basel, Switzerland) 24 (5) (2024)
Michele Giuseppe Di Cesare, David Perpetuini, Daniela Cardone, Arcangelo Merla
Machine Learning-Assisted Speech Analysis for Early Detection of Parkinson's Disease: A Study on Speaker Diarization and Classification Techniques. Sensors (Basel, Switzerland) 24 (5) (2024)
Sara Quattrocelli, Emanuele Francesco Russo, Maria Teresa Gatta, Serena Filoni, Raffaello Pellegrino, Leonardo Cangelmi, Daniela Cardone, Arcangelo Merla, David Perpetuini
Integrating Machine Learning with Robotic Rehabilitation May Support Prediction of Recovery of the Upper Limb Motor Function in Stroke Survivors. Brain sciences 14 (8) (2024)
Sara Quattrocelli, Emanuele Francesco Russo, Maria Teresa Gatta, Serena Filoni, Raffaello Pellegrino, Leonardo Cangelmi, Daniela Cardone, Arcangelo Merla, David Perpetuini
Integrating Machine Learning with Robotic Rehabilitation May Support Prediction of Recovery of the Upper Limb Motor Function in Stroke Survivors. Brain sciences 14 (8) (2024)
Michele Giuseppe Di Cesare, David Perpetuini, Daniela Cardone, Arcangelo Merla
Machine Learning-Assisted Speech Analysis for Early Detection of Parkinson's Disease: A Study on Speaker Diarization and Classification Techniques. Sensors (Basel, Switzerland) 24 (5) (2024)
David Perpetuini, Emanuele Francesco Russo, Daniela Cardone, Roberta Palmieri, Andrea de Giacomo, Raffaello Pellegrino, Arcangelo Merla, Rocco Salvatore Calabrò, Serena Filoni
Use and Effectiveness of Electrosuit in Neurological Disorders: A Systematic Review with Clinical Implications. Bioengineering (Basel, Switzerland) 10 (6) (2023)
Aldo Bove, Roberto Manunzio, Gino Palone, Raffaella Marina Di Renzo, Giulia Valeria Calabrese, David Perpetuini, Mirko Barone, Stella Chiarini, Felice Mucilli
Incidence and Clinical Relevance of Incidental Papillary Carcinoma in Thyroidectomy for Multinodular Goiters. Journal of clinical medicine 12 (8) (2023)
Cristina Maria Del Prete, Domiziano Tarantino, Mattia Giuseppe Viva, Massimiliano Murgia, Daniele Vergati, Giovanni Barassi, Eleonora Sparvieri, Eugenio Di Stanislao, David Perpetuini, Emanuele Francesco Russo, Serena Filoni, Raffaello Pellegrino
Spinal Orthosis in Adolescent Idiopathic Scoliosis: An Overview of the Braces Provided by the National Health Service in Italy. Medicina (Kaunas, Lithuania) 60 (1) (2023)
Sergio Russo, Letizia Lorusso, Grazia D'Onofrio, Filomena Ciccone, Michele Tritto, Sergio Nocco, Daniela Cardone, David Perpetuini, Marco Lombardo, Daniele Lombardo, Daniele Sancarlo, Antonio Greco, Arcangelo Merla, Francesco Giuliani
Assessing Feasibility of Cognitive Impairment Testing Using Social Robotic Technology Augmented with Affective Computing and Emotional State Detection Systems. Biomimetics (Basel, Switzerland) 8 (6) (2023)
David Perpetuini, Damiano Formenti, Daniela Cardone, Athos Trecroci, Alessio Rossi, Andrea Di Credico, Giampiero Merati, Giampietro Alberti, Angela Di Baldassarre, Arcangelo Merla
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue? Sensors (Basel, Switzerland) 23 (2) (2023)
David Perpetuini, Damiano Formenti, Daniela Cardone, Athos Trecroci, Alessio Rossi, Andrea Di Credico, Giampiero Merati, Giampietro Alberti, Angela Di Baldassarre, Arcangelo Merla
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue? Sensors (Basel, Switzerland) 23 (2) (2023)
Cristina Maria Del Prete, Domiziano Tarantino, Mattia Giuseppe Viva, Massimiliano Murgia, Daniele Vergati, Giovanni Barassi, Eleonora Sparvieri, Eugenio Di Stanislao, David Perpetuini, Emanuele Francesco Russo, Serena Filoni, Raffaello Pellegrino
Spinal Orthosis in Adolescent Idiopathic Scoliosis: An Overview of the Braces Provided by the National Health Service in Italy. Medicina (Kaunas, Lithuania) 60 (1) (2023)
David Perpetuini, Damiano Formenti, Daniela Cardone, Athos Trecroci, Alessio Rossi, Andrea Di Credico, Giampiero Merati, Giampietro Alberti, Angela Di Baldassarre, Arcangelo Merla
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue? Sensors (Basel, Switzerland) 23 (2) (2023)
David Perpetuini, Mehmet Günal, Nicole Chiou, Oluwasanmi O Koyejo, Kyle Mathewson, Kathy A Low, Monica Fabiani, Gabriele Gratton, Antonio Maria Chiarelli
Fast Optical Signals for Real-Time Retinotopy and Brain Computer Interface. Bioengineering (Basel, Switzerland) 10 (5) (2023)
David Perpetuini, Emanuele Francesco Russo, Daniela Cardone, Roberta Palmieri, Andrea de Giacomo, Domenico Intiso, Federica Pellicano, Raffaello Pellegrino, Arcangelo Merla, Rocco Salvatore Calabrò, Serena Filoni
Assessing the Impact of Electrosuit Therapy on Cerebral Palsy: A Study on the Users' Satisfaction and Potential Efficacy. Brain sciences 13 (10) (2023)
Aldo Bove, Roberto Manunzio, Gino Palone, Raffaella Marina Di Renzo, Giulia Valeria Calabrese, David Perpetuini, Mirko Barone, Stella Chiarini, Felice Mucilli
Incidence and Clinical Relevance of Incidental Papillary Carcinoma in Thyroidectomy for Multinodular Goiters. Journal of clinical medicine 12 (8) (2023)
Aldo Bove, Roberto Manunzio, Gino Palone, Raffaella Marina Di Renzo, Giulia Valeria Calabrese, David Perpetuini, Mirko Barone, Stella Chiarini, Felice Mucilli
Incidence and Clinical Relevance of Incidental Papillary Carcinoma in Thyroidectomy for Multinodular Goiters. Journal of clinical medicine 12 (8) (2023)
David Perpetuini, Damiano Formenti, Daniela Cardone, Athos Trecroci, Alessio Rossi, Andrea Di Credico, Giampiero Merati, Giampietro Alberti, Angela Di Baldassarre, Arcangelo Merla
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue? Sensors (Basel, Switzerland) 23 (2) (2023)
Aldo Bove, Roberto Manunzio, Gino Palone, Raffaella Marina Di Renzo, Giulia Valeria Calabrese, David Perpetuini, Mirko Barone, Stella Chiarini, Felice Mucilli
Incidence and Clinical Relevance of Incidental Papillary Carcinoma in Thyroidectomy for Multinodular Goiters. Journal of clinical medicine 12 (8) (2023)
Cristina Maria Del Prete, Domiziano Tarantino, Mattia Giuseppe Viva, Massimiliano Murgia, Daniele Vergati, Giovanni Barassi, Eleonora Sparvieri, Eugenio Di Stanislao, David Perpetuini, Emanuele Francesco Russo, Serena Filoni, Raffaello Pellegrino
Spinal Orthosis in Adolescent Idiopathic Scoliosis: An Overview of the Braces Provided by the National Health Service in Italy. Medicina (Kaunas, Lithuania) 60 (1) (2023)
David Perpetuini, Damiano Formenti, Daniela Cardone, Athos Trecroci, Alessio Rossi, Andrea Di Credico, Giampiero Merati, Giampietro Alberti, Angela Di Baldassarre, Arcangelo Merla
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue? Sensors (Basel, Switzerland) 23 (2) (2023)
David Perpetuini, Emanuele Francesco Russo, Daniela Cardone, Roberta Palmieri, Andrea de Giacomo, Raffaello Pellegrino, Arcangelo Merla, Rocco Salvatore Calabrò, Serena Filoni
Use and Effectiveness of Electrosuit in Neurological Disorders: A Systematic Review with Clinical Implications. Bioengineering (Basel, Switzerland) 10 (6) (2023)
David Perpetuini, Damiano Formenti, Pierpaolo Iodice, Daniela Cardone, Chiara Filippini, Antonio Maria Chiarelli, Giovanni Michielon, Athos Trecroci, Giampietro Alberti, Arcangelo Merla
Central and Peripheral Thermal Signatures of Brain-Derived Fatigue during Unilateral Resistance Exercise: A Preliminary Study. Biology 11 (2) (2022)
David Perpetuini, Chiara Filippini, Michele Zito, Daniela Cardone, Arcangelo Merla
Altered Microcirculation in Alzheimer's Disease Assessed by Machine Learning Applied to Functional Thermal Imaging Data. Bioengineering (Basel, Switzerland) 9 (10) (2022)
Chiara Filippini, Adolfo Di Crosta, Rocco Palumbo, David Perpetuini, Daniela Cardone, Irene Ceccato, Alberto Di Domenico, Arcangelo Merla
Automated Affective Computing Based on Bio-Signals Analysis and Deep Learning Approach. Sensors (Basel, Switzerland) 22 (5) (2022)
David Perpetuini, Emanuele Francesco Russo, Daniela Cardone, Roberta Palmieri, Chiara Filippini, Michele Tritto, Federica Pellicano, Grazia Pia De Santis, Raffaello Pellegrino, Rocco Salvatore Calabrò, Serena Filoni, Arcangelo Merla
Psychophysiological Assessment of Children with Cerebral Palsy during Robotic-Assisted Gait Training through Infrared Imaging. International journal of environmental research and public health 19 (22) (2022)
David Perpetuini, Emanuele Francesco Russo, Daniela Cardone, Roberta Palmieri, Chiara Filippini, Michele Tritto, Federica Pellicano, Grazia Pia De Santis, Rocco Salvatore Calabrò, Arcangelo Merla, Serena Filoni
Identification of Functional Cortical Plasticity in Children with Cerebral Palsy Associated to Robotic-Assisted Gait Training: An fNIRS Study. Journal of clinical medicine 11 (22) (2022)
Daniela Cardone, David Perpetuini, Chiara Filippini, Lorenza Mancini, Sergio Nocco, Michele Tritto, Sergio Rinella, Alberto Giacobbe, Giorgio Fallica, Fabrizio Ricci, Sabina Gallina, Arcangelo Merla
Classification of Drivers' Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals. Sensors (Basel, Switzerland) 22 (19) (2022)
Antonio Maria Chiarelli, David Perpetuini, Pierpaolo Croce, Chiara Filippini, Daniela Cardone, Ludovica Rotunno, Nelson Anzoletti, Michele Zito, Filippo Zappasodi, Arcangelo Merla
Evidence of Neurovascular Un-Coupling in Mild Alzheimer's Disease through Multimodal EEG-fNIRS and Multivariate Analysis of Resting-State Data. Biomedicines 9 (4) (2021)
David Perpetuini, Chiara Filippini, Daniela Cardone, Arcangelo Merla
An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies. International journal of environmental research and public health 18 (6) (2021)
Chiara Filippini, David Perpetuini, Daniela Cardone, Arcangelo Merla
Improving Human-Robot Interaction by Enhancing NAO Robot Awareness of Human Facial Expression. Sensors (Basel, Switzerland) 21 (19) (2021)
David Perpetuini, Antonio Maria Chiarelli, Daniela Cardone, Chiara Filippini, Sergio Rinella, Simona Massimino, Francesco Bianco, Valentina Bucciarelli, Vincenzo Vinciguerra, Piero Fallica, Vincenzo Perciavalle, Sabina Gallina, Sabrina Conoci, Arcangelo Merla
Prediction of state anxiety by machine learning applied to photoplethysmography data. PeerJ 9 (2021)
Andrea Di Credico, David Perpetuini, Piero Chiacchiaretta, Daniela Cardone, Chiara Filippini, Giulia Gaggi, Arcangelo Merla, Barbara Ghinassi, Angela Di Baldassarre, Pascal Izzicupo
The Prediction of Running Velocity during the 30-15 Intermittent Fitness Test Using Accelerometry-Derived Metrics and Physiological Parameters: A Machine Learning Approach. International journal of environmental research and public health 18 (20) (2021)
David Perpetuini, Damiano Formenti, Daniela Cardone, Chiara Filippini, Arcangelo Merla
Regions of interest selection and thermal imaging data analysis in sports and exercise science: a narrative review. Physiological measurement 42 (8) (2021)
David Perpetuini, Daniela Cardone, Chiara Filippini, Antonio Maria Chiarelli, Arcangelo Merla
A Motion Artifact Correction Procedure for fNIRS Signals Based on Wavelet Transform and Infrared Thermography Video Tracking. Sensors (Basel, Switzerland) 21 (15) (2021)
David Perpetuini, Antonio Maria Chiarelli, Chiara Filippini, Daniela Cardone, Pierpaolo Croce, Ludovica Rotunno, Nelson Anzoletti, Michele Zito, Filippo Zappasodi, Arcangelo Merla
Working Memory Decline in Alzheimer's Disease Is Detected by Complexity Analysis of Multimodal EEG-fNIRS. Entropy (Basel, Switzerland) 22 (12) (2020)
Antonio Maria Chiarelli, David Perpetuini, Pierpaolo Croce, Giuseppe Greco, Leonardo Mistretta, Raimondo Rizzo, Vincenzo Vinciguerra, Mario Francesco Romeo, Filippo Zappasodi, Arcangelo Merla, Pier Giorgio Fallica, Günter Edlinger, Rupert Ortner, Giuseppe Costantino Giaconia
Fiberless, Multi-Channel fNIRS-EEG System Based on Silicon Photomultipliers: Towards Sensitive and Ecological Mapping of Brain Activity and Neurovascular Coupling. Sensors (Basel, Switzerland) 20 (10) (2020)
David Perpetuini, Antonio Maria Chiarelli, Lidia Maddiona, Sergio Rinella, Francesco Bianco, Valentina Bucciarelli, Sabina Gallina, Vincenzo Perciavalle, Vincenzo Vinciguerra, Arcangelo Merla, Giorgio Fallica
Multi-Site Photoplethysmographic and Electrocardiographic System for Arterial Stiffness and Cardiovascular Status Assessment. Sensors (Basel, Switzerland) 19 (24) (2019)
David Perpetuini, Antonio Maria Chiarelli, Daniela Cardone, Chiara Filippini, Roberta Bucco, Michele Zito, Arcangelo Merla
Complexity of Frontal Cortex fNIRS Can Support Alzheimer Disease Diagnosis in Memory and Visuo-Spatial Tests. Entropy (Basel, Switzerland) 21 (1) (2019)