23 July 2024

• Alessio Lachello. Analysis of Skin Conductance in a Stress-Inducing Virtual Reality Experiment. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti, Francesca Nonis. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
• Giorgia Passavanti. Assessing EEG Responses to Stress in Virtual Reality Scenarios. Rel. Federica Marcolin, Alessia Celeghin, Francesca Nonis, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
• Alessia Gungui. Creating a Virtual Environment to Simulate Hemianopsia: Eye Tracking-Based Analysis of Visual Exploration. Rel. Federica Marcolin, Alessia Celeghin, Francesca Nonis, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
• Silvia Rey. Creation of a VR Environment for the Simulation of the Visual Defect in Hemianoptic Patients and Analysis of Alpha Waves in EEG. Rel. Federica Marcolin, Francesca Nonis, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024
• Giovanni Bolettieri. Unveiling Human Emotions: Analysing Emotional Contagion through Electrodermal Activity via Machine Learning Techniques. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

22 October 2024

• Ludovico Triolo. Studying hemianopia via skin conductance in Virtual Reality environments. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti, Francesca Nonis. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

21 March 2025

• Adele Roggia. A Comparison of Deep Learning and Human Visual Attention in Facial Expression Recognition: An Eye-Tracking and Explainable AI Approach. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Alfonso De Gennaro. "From Deep Learning to Human Perception: A Comparative Study on Saliency Maps in Facial Expression Recognition". Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Robjona Toska. Investigating the Impact of a Simulated Gaze-Contingent Central Scotoma on Eye Movements Using Augmented Reality. Rel. Federica Marcolin, Alessia Celeghin, Francesca Nonis. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

11 April 2025

• Federica Amato. Facial Expression Recognition: Performance and Saliency Map Comparison Between Humans and CNNs. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Computer Engineering, 2025

23 July 2025

• Mattia Iorio. Design of a Sensorized Safety Helmet for Stress and Fatigue Assessment via Real-Time Oculometric Activity. Rel. Federica Marcolin, Sandro Moos, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Sara Venezia. Differentiating levels of awareness: an EEG and time-frequency analysis of subliminal, preconscious and conscious processing. Rel. Federica Marcolin, Alessia Celeghin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Nicolo' Zuddas. Exploring different stages of consciousness using a temporal analysis of EEG signals. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Salvatore Mattia Sutera. Implementation of a Real-Time EDA Processing Tool to Assess Cognitive Workload. Rel. Federica Marcolin, Sandro Moos, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

4 December 2025

• Francesca Muci. Cortical processing of emotional faces via EEG. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Ivana Manganello. Emotional Contagion: An Analysis of Unimodal and Multimodal Approaches Based on Facial Morphometric and Electromyographic Features. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

27 March 2026

• Dragos-Constantin Buhnila. Facial Expression Recognition: Humans, Machines, Occlusions. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Computer Engineering, 2026

1 April 2026

• Silvia Venerito. Foveal, Parafoveal and Peripheral Contributions to Facial Expression Recognition: An AR-Based Gaze-Contingent Study. Rel. Federica Marcolin, Elena Carlotta Olivetti, Alessia Celeghin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2026