23 October 2019

• Laura De Gennaro. A 3D Approach for the Evaluation of the Zygomatic Interventions in Maxillo-Facial Surgeries. Rel. Federica Marcolin, Enrico Vezzetti, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2019

16 December 2020

• Antonio Camporeale. 3D analysis of soft tissue variations in maxillofacial surgeries. Rel. Federica Marcolin, Sandro Moos, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020

24 March 2022

• Francesca De Sio. A 3D facial prediction methodology for patients undertaking dental malocclusion correction surgeries. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022

27 July 2022

• Serena Lenti. Valutazione geometrica delle variazioni dei tessuti molli negli interventi correttivi di malocclusioni dentali. Rel. Federica Marcolin, Elena Carlotta Olivetti, Sandro Moos. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022

24 October 2023

• Bruno Manuel Pirrello. TIMING OF FACIAL EXPRESSIONS: A FOCUS ON MICRO-EXPRESSIONS AND SELF-SOOTHING MECHANISMS. Rel. Federica Marcolin, Francesca Nonis, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023

25 March 2024

• Fabio Tiberto. Applicazione di metodologie di Face Recognition alla classificazione delle proteine dell'Alzheimer = Application of Face Recognition methodologies to Alzheimer's protein classification. Rel. Federica Marcolin, Jacek Adam Tuszynski, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2024

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

10 December 2024

• Alessio Giordano. Comparative Analysis of EEG Signal Processing Methods for Emotion Recognition: Towards a Standardized Procedure. Rel. Federica Marcolin, Elena Carlotta Olivetti. 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
• Roberto Lombardino. Development and Validation of a Python Algorithm for EEG-Based Emotion Recognition: A Comparison Study with Specifically Designed MATLAB Toolboxes. Rel. Federica Marcolin, Elena Carlotta Olivetti. 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
• Fabio Cammarota. Multimodal Stress Assessment: From Signal Analysis to Industrial Application. Rel. Federica Marcolin, Elena Carlotta Olivetti. 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

• Alessandra Nasi. Construction of a Patient-Specific 3D Symmetry Facial Mask for Planning and Assessment in Maxillofacial Surgery. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 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
• Elisabetta Furlan. Three-dimensional quantification and assessment of facial asymmetry in patients undertaking maxillofacial surgeries. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

25 July 2025

• Antonio Ferrigno. Emotions Engineering: Development of Multimodal Systems for Affective Classification and Stress State Detection through Machine Learning and Deep Learning. Rel. Elena Carlotta Olivetti, Federica Marcolin. Politecnico di Torino, Master of science program in Computer 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
• Francesca Meini. Evaluation of the accuracy of surgical planning and development of a geometric-statistical model for the prediction of soft tissue in maxillofacial surgery. Rel. Elena Carlotta Olivetti, Federica Marcolin. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025
• Stefano Palermo. Near Real-Time Feasibility of Advanced EEG Artifact Removal Techniques. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Master of science program in Biomedical Engineering, 2025

19 February 2026

• Oana Martina Stoicescu. Progettazione di un sistema grafico per la rappresentazione delle Action Unit = Design of a graphical system for the representation of the Action Units. Rel. Federica Marcolin, Elena Carlotta Olivetti. Politecnico di Torino, Bachelor program in Design And Communication, 2026

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