Fixed-term assistant professor
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center PolitoBIOMed Lab - Biomedical Engineering Lab
Profile
Research interests
Biography
I am currently an Assistant Professor (RTD-A) at the Department of Computer and Control Engineering, Politecnico di Torino, working on Machine Learning, Wearable Sensors, Data Analytics, Human Activity Recognition (HAR), and Internet of Medical Things (IoMT). I obtained my Bachelor's (B.Sc.) and Master's (M.Sc.) degrees in Biomedical Engineering from the Politecnico di Torino in 2015 and 2018, respectively. I obtained my Ph.D. in Computer Engineering in January 2023 with a thesis on wearable sensors and artificial intelligence for Parkinson's disease monitoring. My research interests include telemedicine, machine learning, motion analysis, and neurodegenerative disorders. In particular, I focus on the use of wearable technology and artificial intelligence for monitoring elderly subjects and people with neurological disorders.
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Biomedica. Componente invitato
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
Teachings
PhD
- Machine Learning in Healthcare: From Theory to Practice. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- Challenge@PoliTo by Firms - Students from the future. A.A. 2021/22, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
Bachelor of Science
- Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Algoritmi e programmazione. A.A. 2024/25, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Algoritmi e programmazione. A.A. 2023/24, INGEGNERIA ELETTRONICA. Collaboratore del corso
- Informatica. A.A. 2023/24, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2020/21, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Research groups
Research projects
Projects funded by competitive calls
- PERSIMMON - PERSONALIZED SUSTAINABLE SMART PATCH OMNIFICENCE, (2024-2028) - Componente gruppo di Ricerca
UE-funded research - HE - Global Challenges - Digital, Industry and Space
Publications
Last years publications
Latest publications View all publications in Porto@Iris
- Zampogna, Alessandro; Borzì, Luigi; Soares, Carolina; Demrozi, Florenc (2024)
High-tech personalized healthcare in movement disorders. In: FRONTIERS IN NEUROLOGY, vol. 15. ISSN 1664-2295
Contributo su Rivista - Sigcha, Luis; Borzì, Luigi; Olmo, Gabriella (2024)
Deep learning algorithms for detecting freezing of gait in Parkinson’s disease: A cross-dataset study. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 255. ISSN 0957-4174
Contributo su Rivista - Polvorinos-Fernández, Carlos; Sigcha, Luis; Pereira de Pablo, Laura; Borzì, Luigi; ... (2024)
Evaluation of the Performance of Wearables’ Inertial Sensors for the Diagnosis of Resting Tremor in Parkinson’s Disease. In: 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2024), Rome (ITA), February 21- 23, 2024, pp. 820-827. ISBN: 978-989-758-688-0
Contributo in Atti di Convegno (Proceeding) - Zampogna, Alessandro; Borzì, Luigi; Rinaldi, Domiziana; Artusi, Carlo Alberto; ... (2024)
Unveiling the Unpredictable in Parkinson’s Disease: Sensor-Based Monitoring of Dyskinesias and Freezing of Gait in Daily Life. In: BIOENGINEERING, vol. 11. ISSN 2306-5354
Contributo su Rivista - Sigcha, Luis; Borzi', Luigi; Amato, Federica; Rechichi, Irene; Ramos-Romero, Carlos; ... (2023)
Deep learning and wearable sensors for the diagnosis and monitoring of Parkinson’s disease: A systematic review. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 229, Part A. ISSN 0957-4174
Contributo su Rivista