Roberto de Fazio

14PUBLICATIONS
20CO-AUTHORS
Proteomics and metabolomicsElectronic device and system performance evaluation, testing and simulationCardiology (incl. cardiovascular diseases)Molecular, biological, and multi-scale communicationsCancer diagnosis
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Publications (14)

|Jul 15, 2026
Hypnogram-Driven Automatic Sleep Staging and a Quality-Index Assessment Through a Two-Stage LSTM-DNN Ensemble Learning Approach Using Multi-Biosignal Features for Sleep Disorder Detection.

|Oct 16, 2025
Forehead and In-Ear EEG Acquisition and Processing: Biomarker Analysis and Memory-Efficient Deep Learning Algorithm for Sleep Staging with Optimized Feature Dimensionality.

Roberto De Fazio, Şule Esma Yalçınkaya, Ilaria Cascella

|Jul 12, 2025
Synchronous Acquisition and Processing of Electro- and Phono-Cardiogram Signals for Accurate Systolic Times' Measurement in Heart Disease Diagnosis and Monitoring.

Roberto De Fazio, Ilaria Cascella, Şule Esma Yalçınkaya

|Jan 25, 2025
Innovative Driver Monitoring Systems and On-Board-Vehicle Devices in a Smart-Road Scenario Based on the Internet of Vehicle Paradigm: A Literature and Commercial Solutions Overview.

Paolo Visconti, Giuseppe Rausa, Carolina Del-Valle-Soto

|Jul 26, 2024
Automated Lung Cancer Diagnosis Applying Butterworth Filtering, Bi-Level Feature Extraction, and Sparce Convolutional Neural Network to Luna 16 CT Images.

Nasr Y Gharaibeh, Roberto De Fazio, Bassam Al-Naami

|Jun 27, 2024
Machine Learning Algorithms for Processing and Classifying Unsegmented Phonocardiographic Signals: An Efficient Edge Computing Solution Suitable for Wearable Devices.

Roberto De Fazio, Lorenzo Spongano, Massimo De Vittorio

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Frequent Collaborators

14 joint publications

Paolo Visconti

6 joint publications

Ramiro Velázquez

5 joint publications

Bassam Al-Naami

4 joint publications

Carolina Del-Valle-Soto