David Perpetuini

Driver Stress State Evaluation by Means of Thermal Imaging: A Supervised Machine Learning Approach Based on ECG Signal

Daniela Cardone, David Perpetuini, Chiara Filippini et al. · Applied Sciences · 2020 · 60 citations · Full text

Engineering, Machine Learning, Thermal Infrared Imaging +17

Working Memory Decline in Alzheimer’s Disease Is Detected by Complexity Analysis of Multimodal EEG-fNIRS

David Perpetuini, Antonio Maria Chiarelli, Chiara Filippini et al. · Entropy · 2020 · 48 citations · Full text

Classification of Drivers’ Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals

Daniela Cardone, David Perpetuini, Chiara Filippini et al. · Sensors · 2022 · 48 citations · Full text

Infrared Thermal Signals, Neuropsychology, Engineering +25

Evidence of Neurovascular Un-Coupling in Mild Alzheimer’s Disease through Multimodal EEG-fNIRS and Multivariate Analysis of Resting-State Data

Antonio Maria Chiarelli, David Perpetuini, Pierpaolo Croce et al. · Biomedicines · 2021 · 46 citations · Full text

Study of memory deficit in Alzheimer’s disease by means of complexity analysis of fNIRS signal

David Perpetuini, Roberta Bucco, M. Zito et al. · Neurophotonics · 2017 · 45 citations · Full text