Letizia Bergamasco

Dottoranda in Ingegneria Informatica E Dei Sistemi , 38^o ciclo (2022-2025)
Dipartimento di Automatica e Informatica (DAUIN)

letizia.bergamasco@polito.it

Profilo

Dottorato di ricerca

Argomento di ricerca

Deep learning and computer vision approaches for clinical support: from cognitive impairment detection to pediatric care

Tutori

Gabriella Olmo
Claudio Gianni Pastrone
Marco Gavelli

Interessi di ricerca

Data science, Computer vision and AI

Life sciences

Biografia

Letizia Bergamasco received the B.Sc. degree in Electronics Engineering in 2018 from Politecnico di Torino and the M.Sc. degree in ICT for Smart Societies in 2020, obtaining also a Double Degree from Politecnico di Torino and Politecnico di Milano within the Alta Scuola Politecnica program. Since 2020 she has been a researcher in LINKS Foundation, where she has participated in different research projects at European and regional level, developing software and artificial intelligence solutions for medical and industrial applications. She is currently a PhD Student in Computer and Control Engineering at Politecnico di Torino, in the SMILIES research group, in collaboration with LINKS Foundation. Letizia's main research topic is about early markers of dementia, with the goal of undestanding if the analysis of facial expressions may represent a non-invasive biomarker useful in the early and differential diagnosis of diverse forms of dementia. Other research activities include the development of algorithms for an automatic evaluation of pain and vital parameters in infants using a camera.

Ricerca

Gruppi di ricerca

SMILIES - reSilient coMputer archItectures and LIfE Sciences (DAUIN)

Pubblicazioni

Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris

Del Monte, Francesco; Barolo, Roberta; Circhetta, Maria; Delmonaco, Angelo Giovanni; ... (2025)
Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study. In: FRONTIERS IN DIGITAL HEALTH, vol. 7. ISSN 2673-253X
Contributo su Rivista
Bertozzi, Nicolò; Geraci, Anna; Bergamasco, Letizia; Ferrera, Enrico; Pristeri, Edoardo; ... (2025)
A Distributed Event-Orchestrated Digital Twin Architecture for Optimizing Energy-Intensive Industries. In: 10th International Conference on Internet of Things, Big Data and Security (IoTBDS 2025), Porto (Portugal), 6-8 April, 2025, pp. 337-344. ISBN: 978-989-758-750-4
Contributo in Atti di Convegno (Proceeding)
Bergamasco, Letizia; Lattanzi, Marta; Gavelli, Marco; Pastrone, Claudio; Olmo, ... (2024)
Pain Assessment in Neonatal Clinical Practice via Facial Expression Analysis and Deep Learning. In: 11th International Work-Conference on Bioinformatics and Biomedical Engineering, Meloneras, Gran Canaria (Spain), July 15–17, 2024, pp. 249-263. ISSN 0302-9743. ISBN: 9783031646355
Contributo in Atti di Convegno (Proceeding)
Alberti, Enrico; Alvarez-Napagao, Sergio; Anaya, Victor; Barroso, Marta; Barrué, ... (2024)
AI Lifecycle Zero-Touch Orchestration within the Edge-to-Cloud Continuum for Industry 5.0. In: SYSTEMS, vol. 12. ISSN 2079-8954
Contributo su Rivista
Bellante, Armando; Bergamasco, Letizia; Bogdanovic, Ana; Gozzi, Noemi; Gecchelin, ... (2021)
EMoCy: Towards Physiological Signals-Based Stress Detection. In: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), Athens (GRC), 27-30 July 2021, pp. 1-4. ISBN: 978-1-6654-0358-0
Contributo in Atti di Convegno (Proceeding)