Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 35th cycle (2019-2022)
Ph.D. obtained in 2023
Dissertation:
Microwave Imaging and Sensing Algorithms for Brain Stroke Diagnosis (Abstract)
Tutors:
Francesca Vipiana Jorge Alberto Tobon Vasquez
Research presentation:
Video presentationProfile
Research topic
Microwave imaging algorithms for biomedical applications
Research interests
Biography
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
Works published during the Ph.D. View all publications in Porto@Iris
- Mariano, Valeria (2023)
Microwave Imaging and Sensing Algorithms for Brain Stroke Diagnosis. relatore: VIPIANA, FRANCESCA; TOBON VASQUEZ, JORGE ALBERTO; , 35. XXXV Ciclo, P.: 122
Doctoral Thesis - 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) - Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca (2021)
Model-based data generation for support vector machine stroke classification. In: 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI), Singapore, Singapore, 4-10 Dec. 2021
Contributo in Atti di Convegno (Proceeding) - Mariano, Valeria; Tobon Vasquez, Jorge A.; Scapaticci, Rosa; Crocco, Lorenzo; Vipiana, ... (2021)
An efficient Implementation of CS-FEM Inversion Schemes for Microwave Imaging Applications. In: XXXIV General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science (Union Radio Scientifique Internationale-URSI), Roma, 28 agosto - 4 settembre 2021
Contributo in Atti di Convegno (Proceeding) - Mariano, Valeria; Tobon Vasquez, Jorge A.; Vipiana, Francesca (2021)
Discretization Error Analysis in the Contrast Source Inversion Algorithm. In: 2021 15th European Conference on Antennas and Propagation (EuCAP), Dusseldorf, Germany, 22-26 March 2021
Contributo in Atti di Convegno (Proceeding) - Mariano, V.; Tobon Vasquez, J. A.; Scapaticci, R.; Crocco, L.; Kosmas, P.; Vipiana, F. (2020)
Comparison of Reconstruction Algorithms for Brain Stroke Microwave Imaging. In: 2020 IEEE MTT-S International Microwave Biomedical Conference, IMBioC 2020, Toulouse, France, 14-17 Dec. 2020. ISBN: 978-1-7281-5866-2
Contributo in Atti di Convegno (Proceeding)