Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 41st cycle (2025-2028)
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Research topic
Evaluating work-induced stress and cognitive decline using wearables and AI algorithms
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Biography
Her research interests naturally evolved toward the study of stress and cognitive processes, particularly in the context of neurodegenerative and psychiatric disorders. She is drawn to interdisciplinary approaches that combine biomedical signal processing, affective computing, and machine learning, with a strong focus on multimodal frameworks integrating facial behavior, physiological signals and cognitive task data. She focuses on using reliable methods and handling sensitive clinical data carefully.
Research
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PoliTO co-authors
Last years publications
Publications by type
Latest publications View all publications in Porto@Iris
- Bergamasco, Letizia; Coletta, Anita; Olmo, Gabriella; Cermelli, Aurora; Rubino, Elisa; ... (2025)
AI-Based Facial Emotion Analysis for Early and Differential Diagnosis of Dementia. In: BIOENGINEERING, vol. 12. ISSN 2306-5354
Contributo su Rivista - Bergamasco, Letizia; Lorenzo, Federica; Coletta, Anita; Olmo, Gabriella; Cermelli, ... (2025)
Automatic Detection of Cognitive Impairment Through Facial Emotion Analysis. In: APPLIED SCIENCES, vol. 15. ISSN 2076-3417
Contributo su Rivista