Discrete Dipole Approximation-Based Microwave Tomography for Fast Breast Cancer Imaging.
Breast imaging
Jacobian matrix
computational efficiency
discrete dipole approximation (DDA)
microwave tomography
Journal
IEEE transactions on microwave theory and techniques
ISSN: 0018-9480
Titre abrégé: IEEE Trans Microw Theory Tech
Pays: United States
ID NLM: 9879366
Informations de publication
Date de publication:
May 2021
May 2021
Historique:
entrez:
28
6
2021
pubmed:
29
6
2021
medline:
29
6
2021
Statut:
ppublish
Résumé
This paper describes a fast microwave tomography reconstruction algorithm based on the two-dimensional discrete dipole approximation. Synthetic data from a finite-element based solver and experimental data from a microwave imaging system are used to reconstruct images and to validate the algorithm. The microwave measurement system consists of 16 monopole antennas immersed in a tank filled with lossy coupling liquid and a vector network analyzer. The low-profile antennas and lossy nature of system make the discrete dipole approximation an ideal forward solver in the image reconstructions. The results show that the algorithm can readily reconstruct a 2D plane of a cylindrical phantom. The proposed forward solver combined with the nodal adjoint method for computing the Jacobian matrix enables the algorithm to reconstruct an image within 6 seconds. This implementation provides a significant time savings and reduced memory requirements and is a dramatic improvement over previous implementations.
Identifiants
pubmed: 34176958
doi: 10.1109/tmtt.2021.3060597
pmc: PMC8224266
mid: NIHMS1700918
doi:
Types de publication
Journal Article
Langues
eng
Pagination
2741-2752Subventions
Organisme : NCI NIH HHS
ID : R01 CA240760
Pays : United States
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