Valeria Mariano

PhD Student in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 35^th cycle (2019-2022)
Department of Electronics and Telecommunications (DET)

Fellow
Department of Electronics and Telecommunications (DET)

valeria_mariano@polito.it

Profile

PhD

Thesis title

Microwave Imaging and Sensing Algorithms for Brain Stroke Diagnosis

Research topic

Microwave imaging algorithms for biomedical applications

Tutors

Research presentation

Video presentation

Research interests

Biomedical devices and applications

Biography

Valeria Mariano is a Ph.D. student at the Department of Electronics and Telecommuncations (DET) in Politecnico di Torino. She received her B.Sc. in Biomedical engineering in 2017 and her M.Sc in Biomedical engineering with Specialization in medical instrumentation in 2019, both from Politecnico di Torino. For her Master’s thesis, she worked on analyses and testing of image reconstruction algorithms for a biomedical device.
She started the Ph.D. under the supervision of Francesca Vipiana and Jorge Alberto Tobon Vasquez, in the same project of Master’s thesis, with the aim of developing a device for monitoring patient with a stroke through microwave imaging technology.

Publications

Latest publications View all publications in Porto@Iris

Mariano, Valeria; Banting, Lucas; Tobon Vasquez, Jorge A.; Jeffrey, Ian; Lovetri, Joe; ... (2023)
Brain Stroke Microwave Imaging via an Efficient Implementation of the CSI-FEM Algorithm. 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)
Mariano, Valeria; Tobon Vasquez, Jorge A.; Vipiana, Francesca (2023)
A Novel Discretization Procedure in the CSI-FEM Algorithm for Brain Stroke Microwave Imaging. In: SENSORS, vol. 23. ISSN 1424-8220
Contributo su Rivista
Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca (2023)
Brain Stroke Classification via Machine Learning Algorithms Trained with a Linearized Scattering Operator. In: DIAGNOSTICS, vol. 13. ISSN 2075-4418
Contributo su Rivista
Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca (2022)
Efficient Data Generation for Stroke Classification via Multilayer Perceptron. In: 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (AP-S/URSI), Denver, Colorado, 10-15 July 2022, pp. 890-891
Contributo in Atti di Convegno (Proceeding)
Mariano, Valeria; Casu, Mario R.; Vipiana, Francesca (2022)
Simulation-based Machine Learning Training for Brain Anomalies Localization at Microwaves. In: 2022 16th European Conference on Antennas and Propagation (EuCAP), Madrid, Spain, 27 March-1 April 2022. ISBN: 978-88-31299-04-6
Contributo in Atti di Convegno (Proceeding)