Wearable, Fiber-less, Multi-Channel System for Continuous Wave Functional Near Infrared Spectroscopy Based on Silicon Photomultipliers Detectors and Lock-In Amplification. - Antonio Maria Chiarelli; David Perpetuini; Giuseppe Greco 003; Leonardo Mistretta; Raimondo Rizzo; Vincenzo Vinciguerra; Mario Francesco Romeo; Arcangelo Merla; Pier Giorgio Fallica; G. Costantino Giaconia (EMBC, 2019)

Complexity of Frontal Cortex fNIRS Can Support Alzheimer Disease Diagnosis in Memory and Visuo-Spatial Tests. - David Perpetuini; Antonio Maria Chiarelli; Daniela Cardone; Chiara Filippini; Roberta Bucco; Michele Zito 002; Arcangelo Merla (Entropy, 2019)

Modelling Impulse Response Function of Functional Infrared Imaging for General Linear Model Analysis of Autonomic Activity. - David Perpetuini; Daniela Cardone; Chiara Filippini; Antonio Maria Chiarelli; Arcangelo Merla (Sensors, 2019)

Multi-Site Photoplethysmographic and Electrocardiographic System for Arterial Stiffness and Cardiovascular Status Assessment. - David Perpetuini; Antonio Maria Chiarelli; Lidia Maddiona; Sergio Rinella; Francesco Bianco; Valentina Bucciarelli; Sabina Gallina; Vincenzo Perciavalle; Vincenzo Vinciguerra; Arcangelo Merla; Giorgio Fallica (Sensors, 2019)

Thermal Infrared Imaging and Artificial Intelligence Techniques Can Support Mild Alzheimer Disease Diagnosis (short paper). - Chiara Filippini; David Perpetuini; Daniela Cardone; Antonio Maria Chiarelli; Arcangelo Merla (AIxAS@AI*IA, 2020)

Working Memory Decline in Alzheimer's Disease Is Detected by Complexity Analysis of Multimodal EEG-fNIRS. - David Perpetuini; Antonio Maria Chiarelli; Chiara Filippini; Daniela Cardone; Pierpaolo Croce; Ludovica Rotunno; Nelson Anzoletti; Michele Zito 002; Filippo Zappasodi; Arcangelo Merla (Entropy, 2020)

Fiberless, Multi-Channel fNIRS-EEG System Based on Silicon Photomultipliers: Towards Sensitive and Ecological Mapping of Brain Activity and Neurovascular Coupling. - Antonio Maria Chiarelli; David Perpetuini; Pierpaolo Croce; Giuseppe Greco 003; Leonardo Mistretta; Raimondo Rizzo; Vincenzo Vinciguerra; Mario Francesco Romeo; Filippo Zappasodi; Arcangelo Merla; Pier Giorgio Fallica; Günter Edlinger; et al. (Sensors, 2020)

Improving Human-Robot Interaction by Enhancing NAO Robot Awareness of Human Facial Expression. - Chiara Filippini; David Perpetuini; Daniela Cardone; Arcangelo Merla (Sensors, 2021)

A Motion Artifact Correction Procedure for fNIRS Signals Based on Wavelet Transform and Infrared Thermography Video Tracking. - David Perpetuini; Daniela Cardone; Chiara Filippini; Antonio Maria Chiarelli; Arcangelo Merla (Sensors, 2021)

Classification of Drivers' Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals. - Daniela Cardone; David Perpetuini; Chiara Filippini; Lorenza Mancini; Sergio Nocco; Michele Tritto; Sergio Rinella; Alberto Giacobbe; Giorgio Fallica; Fabrizio Ricci; Sabina Gallina; Arcangelo Merla (Sensors, 2022)

Automated Affective Computing Based on Bio-Signals Analysis and Deep Learning Approach. - Chiara Filippini; Adolfo Di Crosta; Rocco Palumbo; David Perpetuini; Daniela Cardone; Irene Ceccato; Alberto Di Domenico; Arcangelo Merla (Sensors, 2022)

Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue? - David Perpetuini; Damiano Formenti; Daniela Cardone; Athos Trecroci; Alessio Rossi; Andrea Di Credico; Giampiero Merati; Giampietro Alberti; Angela Di Baldassarre; Arcangelo Merla (Sensors, 2023)

Machine Learning-Assisted Speech Analysis for Early Detection of Parkinson's Disease: A Study on Speaker Diarization and Classification Techniques. - Michele Giuseppe Di Cesare; David Perpetuini; Daniela Cardone; Arcangelo Merla (Sensors, 2024)

Data-Driven Identification of Stroke through Machine Learning Applied to Complexity Metrics in Multimodal Electromyography and Kinematics. - Francesco Romano; Damiano Formenti; Daniela Cardone; Emanuele Francesco Russo; Paolo Castiglioni; Giampiero Merati; Arcangelo Merla; David Perpetuini (Entropy, 2024)