Michele Guagnano

Dottorando in Ingegneria Informatica E Dei Sistemi , 39o ciclo (2023-2026)
Dipartimento di Automatica e Informatica (DAUIN)

Docente esterno e/o collaboratore didattico
Dipartimento di Automatica e Informatica (DAUIN)

Profilo

Dottorato di ricerca

Argomento di ricerca

Soluzioni non invasive e a basso costo per il monitoraggio della salute durante il sonno

Tutori

Interessi di ricerca

Life sciences
Software engineering and Mobile computing

Biografia

I achieved my Master's degree on 07/2022 with a thesis entitled: "Analysis and development of firmware for h-tee, a smart cloth for vital signs monitoring".
After my graduation, under the supervision of Professor Massimo Violante, I completed a research fellowship on Obstructive Sleep Apnea Syndrome (OSAS) detection with a smartwatch.
The next year, I started my PhD "Non-invasive and low-cost solutions for health monitoring during sleep" under the supervision of Professor Massimo Violante.
To briefly explain my activity, I can say that sleep deprivation and poor sleep quality cause several side effects in everyday life; among others, the efficiency of the immune system progressively decreases, enhancing the arise of pathologies.
Sleep deprivation can cause daytime drowsiness, which is responsible for reduced work performance, reduced athletic performance, and road accidents. Therefore, the evaluation of sleep quality is crucial for providing information about personal health status.
Non-invasive methods allow us to monitor sleep in more situations, such as while driving, or to conduct studies over a long time period with fewer resources.
The PhD program focuses on collecting data from subjects in different situations with both medical equipment and non-invasive solutions (i.e., smartwatches and radar), developing algorithms compatible with the non-invasive solutions to identify the Sleep Pattern and detect drowsiness and comparing the obtained results with the medical results.

Didattica

Insegnamenti

Corso di laurea magistrale

Ricerca

Gruppi di ricerca

Pubblicazioni

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