21 October 2020

• Giuliana Monachino. Clustering Sleep EEG Recordings to improve the Automated Sleep Scoring Procedure. Rel. Valentina Agostini, Luigi Fiorillo, Francesca Dalia Faraci, Alberto Vancheri. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020

15 December 2021

• Davide Pedroncelli. Automatic Sleep Staging with Multi-Scored Datasets via Deep Learning. Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021
• Beatrice Zanchi. Brugada syndrome identification based on P-wave characteristics: a Machine Learning approach. Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021

14 December 2022

• Giulio Quaglia. Uncertainty quantification in biomedical Deep Learning models. Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022

23 March 2023

• Andrea Ravera. ECG Signal Denoising for Wearable Devices. Rel. Valentina Agostini, Francesca Dalia Faraci, Giuliana Monachino. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023

21 July 2023

• Michele Marino. Evaluation of synthetic ECG signals generated with a Generative Adversarial Network. Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023
• Gianpaolo Palo. A comparative analysis between standard polysomnographic data and in-ear-EEG signals. Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023

13 December 2023

• Greta Furlotti. Obstructive sleep apnea detection: exploring neural activity variations through statistical analysis and machine learning. Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023

25 March 2024

• Silvia De Luca. Development of an algorithm for stress estimation based on wearable data. Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

23 July 2025

• Lorenzo Spampinato. Impaired Slow Wave Activity and Signal Complexity during NREM Sleep in Levodopa-Induced Dyskinesias. Rel. Valentina Agostini, Francesca Dalia Faraci, Luigi Fiorillo. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Matilde Oropallo. Slow Oscillation Dynamics During NREM Sleep in Parkinson’s Disease: A Continuous Spectral Framework for Power, Coupling, and Neurophysiological Profiling. Rel. Valentina Agostini, Francesca Dalia Faraci, Luigi Fiorillo. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

17 October 2025

• Arianna Vinci. AutoPlay Smart Toys Kit for Autism Spectrum Disorder (ASD). Rel. Valentina Agostini, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

1 April 2026

• Riccardo Santarelli. Segmenting Breast Regions in Thermal Images Exploiting Deep Learning-Based. Rel. Valentina Agostini, Francesca Dalia Faraci, Luigi Fiorillo. Politecnico di Torino, Master of science program in Biomedical Engineering, 2026
  

  

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20 July 2026

• Annalisa Dellavalle. Microstructure-informed deep learning for sleep disorder classification using SO–Spindle dynamics. Rel. Valentina Agostini, Francesca Dalia Faraci, Luigi Fiorillo. Politecnico di Torino, Master of science program in Biomedical Engineering, 2026
• Elena Corno. Slow Wave Activity Enhancement as a Therapy for Levodopa-Induced Dyskinesia in Parkinson's Disease Patients. Rel. Valentina Agostini, Luigi Fiorillo, Francesca Dalia Faraci. Politecnico di Torino, Master of science program in Biomedical Engineering, 2026