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David Perpetuini
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 12
Top Topics
Machine Learning Approaches
Infrared
General Linear Model
Disease Diagnosis
Top Venues
Sensors
Entropy
AIxAS@AI*IA
EMBC
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Publications
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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
23 (2) (2023)
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
22 (5) (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
22 (19) (2022)
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
21 (15) (2021)
Chiara Filippini
,
David Perpetuini
,
Daniela Cardone
,
Arcangelo Merla
Improving Human-Robot Interaction by Enhancing NAO Robot Awareness of Human Facial Expression.
Sensors
21 (19) (2021)
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
20 (10) (2020)
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
22 (12) (2020)
Chiara Filippini
,
David Perpetuini
,
Daniela Cardone
,
Antonio Maria Chiarelli
,
Arcangelo Merla
Thermal Infrared Imaging and Artificial Intelligence Techniques Can Support Mild Alzheimer Disease Diagnosis (short paper).
AIxAS@AI*IA
(2020)
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
21 (1) (2019)
David Perpetuini
,
Daniela Cardone
,
Chiara Filippini
,
Antonio Maria Chiarelli
,
Arcangelo Merla
Modelling Impulse Response Function of Functional Infrared Imaging for General Linear Model Analysis of Autonomic Activity.
Sensors
19 (4) (2019)
Antonio Maria Chiarelli
,
David Perpetuini
,
Giuseppe Greco
,
Leonardo Mistretta
,
Raimondo Rizzo
,
Vincenzo Vinciguerra
,
Mario Francesco Romeo
,
Arcangelo Merla
,
Pier Giorgio Fallica
,
G. Costantino Giaconia
Wearable, Fiber-less, Multi-Channel System for Continuous Wave Functional Near Infrared Spectroscopy Based on Silicon Photomultipliers Detectors and Lock-In Amplification.
EMBC
(2019)
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
19 (24) (2019)