Martina Gugliermino

Ph.D. candidate in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 39^th cycle (2023-2026)
Department of Electronics and Telecommunications (DET)

martina.gugliermino@polito.it

Profile

PhD

Research topic

EM field study in medicine: material characterization for phantoms and stroke monitoring algorithms.

Tutors

Research interests

Antennas, electromagnetic devices, propagation and radars

Biomedical devices and applications

Biography

In September 2020, she earned her bachelor's degree in biomedical engineering. Subsequently, in December 2022, she completed her master’s degree in biomedical Instrumentation. During her master's program, she developed a keen interest in the biomedical applications of electromagnetic fields. Motivated by her fascination with neuroscience and brain diseases, she chose to focus her master's thesis on a project involving a biomedical device utilizing microwave sensing technology for the early diagnosis of Alzheimer's disease.
Following graduation, she has actively participated in a research project titled 'Development and realization of synthetic tissues for electromagnetic imaging and sensing applications.' Currently, she is dedicated to advancing her expertise by pursuing a Ph.D. in electrical, electronics, and communications engineering at DET. Her research focuses on further exploring the potential applications of electromagnetic fields in biomedical contexts, with a particular emphasis on the dielectric characterization of materials for the creation of phantoms and the development of imaging algorithm for monitoring brain strokes through microwaves.

Publications

Latest publications View all publications in Porto@Iris

Gugliermino, Martina; David O., Rodriguez-Duarte; TOBON VASQUEZ, JORGE ALBERTO; Lumia, ... (2023)
Hybrid Simulation-Measurement Method for Broadband Dielectric Characterization of Synthetic Human Head Tissues. In: 2023 IEEE Conference on Antenna Measurements and Applications (CAMA), Genoa, Italy, 15-17 November 2023, pp. 17-21. ISBN: 979-8-3503-2304-7
Contributo in Atti di Convegno (Proceeding)
Cardinali, Leonardo; Spano, Mattia; Gugliermino, Martina; Rodriguez-Duarte, David ... (2023)
A machine learning approach to microwave sensing for non-invasive alzheimer’s disease early detection. In: Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, Milano, Italy, 25-27 ottobre 2023. ISBN: 979-8-3503-0080-2
Contributo in Atti di Convegno (Proceeding)
Cardinali, Leonardo; Spano, Mattia; Gugliermino, Martina; Rodriguez-Duarte, David ... (2023)
A microwave sensing system enhanced by a machine learning algorithm for Alzheimer’s disease early detection. In: 2023 IEEE Conference on antenna measurements and applications, Genova, Italy, 15-17 novembre 2023. ISBN: 979-8-3503-2304-7
Contributo in Atti di Convegno (Proceeding)
Origlia, C.; Rodriguez-Duarte, D. O.; Gugliermino, M.; Tobon Vasquez, J. A.; Scapaticci, ... (2023)
Experimental validation of a microwave scanner for brain stroke monitoring in realistic head models. In: 2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI), Portland, Oregon, USA, 23-28 July 2023, pp. 509-510. ISBN: 978-1-6654-4228-2
Contributo in Atti di Convegno (Proceeding)
Origlia, Cristina; Gugliermino, Martina; RODRIGUEZ DUARTE, DAVID ORLANDO; TOBON VASQUEZ, ... (2023)
Anthropomorphic multi-tissue head phantom for microwave imaging devices testing. In: 2023 17th European Conference on Antennas and Propagation (EuCAP), Florence, Italy, 26 - 31 March 2023. ISBN: 978-1-6654-7541-9
Contributo in Atti di Convegno (Proceeding)