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
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

2741-2752

Subventions

Organisme : NCI NIH HHS
ID : R01 CA240760
Pays : United States

Références

Int J Biomed Imaging. 2012;2012:649612
pubmed: 22577365
J Med Imaging (Bellingham). 2016 Jul;3(3):033502
pubmed: 27446970
Phys Med Biol. 2007 May 21;52(10):2637-56
pubmed: 17473342
Acad Radiol. 2007 Feb;14(2):207-18
pubmed: 17236994
IEEE Trans Med Imaging. 2012 Aug;31(8):1584-92
pubmed: 22562726
Diagnostics (Basel). 2018 Sep 01;8(3):
pubmed: 30200391
Rev Sci Instrum. 2014 Dec;85(12):124704
pubmed: 25554311
IEEE Trans Biomed Eng. 1996 Sep;43(9):869-77
pubmed: 9214802
Med Phys. 2010 Aug;37(8):4210-26
pubmed: 20879582
IEEE J Electromagn RF Microw Med Biol. 2019 Jun;3(2):80-87
pubmed: 31131336
Med Phys. 2001 Jan;28(1):4-10
pubmed: 11213921
Int J Biomed Imaging. 2012;2012:697253
pubmed: 22566992
IEEE Trans Biomed Eng. 2005 Jul;52(7):1237-50
pubmed: 16041987
Sensors (Basel). 2021 Jan 22;21(3):
pubmed: 33499014
IEEE Trans Biomed Eng. 1999 Aug;46(8):937-46
pubmed: 10431458
Sensors (Basel). 2020 Feb 04;20(3):
pubmed: 32033241
Med Phys. 2017 Aug;44(8):4239-4251
pubmed: 28556256
IEEE Trans Biomed Eng. 2014 Nov;61(11):2806-17
pubmed: 24951677
IEEE Trans Antennas Propag. 2010 Feb 1;58(2):449-458
pubmed: 20352084
BMC Med Imaging. 2016 Oct 10;16(1):57
pubmed: 27724884
Med Phys. 1999 Sep;26(9):1832-7
pubmed: 10505871
Radiology. 2007 May;243(2):350-9
pubmed: 17400760
Int J Antennas Propag. 2019;2019:
pubmed: 33273911
IEEE Trans Biomed Eng. 2016 Mar;63(3):530-9
pubmed: 26259214
Phys Med Biol. 1996 Nov;41(11):2231-49
pubmed: 8938024
IEEE Trans Biomed Eng. 2012 Dec;59(12):3304-13
pubmed: 22829363
Thorac Cancer. 2018 Apr;9(4):459-465
pubmed: 29465782
Radiology. 2004 Dec;233(3):830-49
pubmed: 15486214
Sci Rep. 2017 Nov 27;7(1):16353
pubmed: 29180760
Med Phys. 2007 Jun;34(6):2014-23
pubmed: 17654905
Med Phys. 2013 Oct;40(10):103101
pubmed: 24089930
IEEE Trans Med Imaging. 1990;9(2):218-25
pubmed: 18222767
IEEE Trans Biomed Eng. 2001 Sep;48(9):1053-6
pubmed: 11534841
Opt Lett. 1991 Aug 1;16(15):1198-200
pubmed: 19776919
Breast Cancer Res. 2013 Apr 24;15(2):R35
pubmed: 23621959

Auteurs

Samar Hosseinzadegan (S)

Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden.

Andreas Fhager (A)

Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden.

Mikael Persson (M)

Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden.

Shireen Geimer (S)

Thayer School of Engineering at Dartmouth College, Hanover, NH 03755 USA.

Paul M Meaney (PM)

Thayer School of Engineering at Dartmouth College, Hanover, NH 03755 USA.

Classifications MeSH