The accurate quantitative estimation of the electromagnetic properties of tissues can serve important diagnostic and therapeutic medical purposes. Quantitative microwave tomography is an imaging modality that can provide maps of the in-vivo electromagnetic properties of the imaged tissues, i.e. both the permittivity and the electric conductivity. A multi-step microwave tomography approach is proposed for the accurate retrieval of such spatial maps of biological tissues. The underlying idea behind the new imaging approach is to progressively add details to the maps in a step-wise fashion starting from single-frequency qualitative reconstructions. Multi-frequency microwave data is utilized strategically in the final stage. The approach results in improved accuracy of the reconstructions compared to inversion of the data in a single step. As a case study, the proposed workflow was tested on an experimental microwave data set collected for the imaging of the human forearm. The human forearm is a good test case as it contains several soft tissues as well as bone, exhibiting a wide range of values for the electrical properties.
In-vivo Electrical Properties Estimation of Biological Tissues by means of a multi-step Microwave Tomography Approach / Ambrosanio, Michele; Bevacqua, Martina; Lovetri, Joe; Pascazio, Vito; Isernia, Tommaso. - In: IEEE TRANSACTIONS ON MEDICAL IMAGING. - ISSN 0278-0062. - 43:5(2024), pp. 1983-1994. [10.1109/TMI.2024.3354463]
In-vivo Electrical Properties Estimation of Biological Tissues by means of a multi-step Microwave Tomography Approach
Bevacqua, Martina
;Isernia, Tommaso
2024-01-01
Abstract
The accurate quantitative estimation of the electromagnetic properties of tissues can serve important diagnostic and therapeutic medical purposes. Quantitative microwave tomography is an imaging modality that can provide maps of the in-vivo electromagnetic properties of the imaged tissues, i.e. both the permittivity and the electric conductivity. A multi-step microwave tomography approach is proposed for the accurate retrieval of such spatial maps of biological tissues. The underlying idea behind the new imaging approach is to progressively add details to the maps in a step-wise fashion starting from single-frequency qualitative reconstructions. Multi-frequency microwave data is utilized strategically in the final stage. The approach results in improved accuracy of the reconstructions compared to inversion of the data in a single step. As a case study, the proposed workflow was tested on an experimental microwave data set collected for the imaging of the human forearm. The human forearm is a good test case as it contains several soft tissues as well as bone, exhibiting a wide range of values for the electrical properties.File | Dimensione | Formato | |
---|---|---|---|
Bevacqua_2024_TMI_InVitro_Editor.pdf
accesso aperto
Descrizione: Versione editoriale
Tipologia:
Versione Editoriale (PDF)
Licenza:
Creative commons
Dimensione
18.09 MB
Formato
Adobe PDF
|
18.09 MB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.