Literature DB >> 34176958

Discrete Dipole Approximation-Based Microwave Tomography for Fast Breast Cancer Imaging.

Samar Hosseinzadegan1, Andreas Fhager1, Mikael Persson1, Shireen Geimer2, Paul M Meaney2.   

Abstract

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.

Entities:  

Keywords:  Breast imaging; Jacobian matrix; computational efficiency; discrete dipole approximation (DDA); microwave tomography

Year:  2021        PMID: 34176958      PMCID: PMC8224266          DOI: 10.1109/tmtt.2021.3060597

Source DB:  PubMed          Journal:  IEEE Trans Microw Theory Tech        ISSN: 0018-9480            Impact factor:   3.599


  35 in total

1.  Three-dimensional microwave imaging of realistic numerical breast phantoms via a multiple-frequency inverse scattering technique.

Authors:  Jacob D Shea; Panagiotis Kosmas; Susan C Hagness; Barry D Van Veen
Journal:  Med Phys       Date:  2010-08       Impact factor: 4.071

2.  Application of Two-Dimensional Discrete Dipole Approximation in Simulating Electric Field of a Microwave Breast Imaging System.

Authors:  Samar Hosseinzadegan; Andreas Fhager; Mikael Persson; Paul M Meaney
Journal:  IEEE J Electromagn RF Microw Med Biol       Date:  2018-11-21

3.  Initial clinical experience with microwave breast imaging in women with normal mammography.

Authors:  Paul M Meaney; Margaret W Fanning; Timothy Raynolds; Colleen J Fox; Qianqian Fang; Christine A Kogel; Steven P Poplack; Keith D Paulsen
Journal:  Acad Radiol       Date:  2007-02       Impact factor: 3.173

4.  A large-scale study of the ultrawideband microwave dielectric properties of normal breast tissue obtained from reduction surgeries.

Authors:  Mariya Lazebnik; Leah McCartney; Dijana Popovic; Cynthia B Watkins; Mary J Lindstrom; Josephine Harter; Sarah Sewall; Anthony Magliocco; John H Booske; Michal Okoniewski; Susan C Hagness
Journal:  Phys Med Biol       Date:  2007-04-23       Impact factor: 3.609

5.  Microwave tomography: two-dimensional system for biological imaging.

Authors:  S Y Semenov; R H Svenson; A E Boulyshev; A E Souvorov; V Y Borisov; Y Sizov; A N Starostin; K R Dezern; G P Tatsis; V Y Baranov
Journal:  IEEE Trans Biomed Eng       Date:  1996-09       Impact factor: 4.538

6.  3D parallel-detection microwave tomography for clinical breast imaging.

Authors:  N R Epstein; P M Meaney; K D Paulsen
Journal:  Rev Sci Instrum       Date:  2014-12       Impact factor: 1.523

7.  MARIA M4: clinical evaluation of a prototype ultrawideband radar scanner for breast cancer detection.

Authors:  Alan W Preece; Ian Craddock; Mike Shere; Lyn Jones; Helen L Winton
Journal:  J Med Imaging (Bellingham)       Date:  2016-07-20

8.  Fast 3-d tomographic microwave imaging for breast cancer detection.

Authors:  Tomasz M Grzegorczyk; Paul M Meaney; Peter A Kaufman; Roberta M diFlorio-Alexander; Keith D Paulsen
Journal:  IEEE Trans Med Imaging       Date:  2012-05-02       Impact factor: 10.048

9.  Bone dielectric property variation as a function of mineralization at microwave frequencies.

Authors:  Paul M Meaney; Tian Zhou; Douglas Goodwin; Amir Golnabi; Elia A Attardo; Keith D Paulsen
Journal:  Int J Biomed Imaging       Date:  2012-04-19

10.  Effects of the Plastic of the Realistic GeePS-L2S-Breast Phantom.

Authors:  Tomas Rydholm; Andreas Fhager; Mikael Persson; Shireen D Geimer; Paul M Meaney
Journal:  Diagnostics (Basel)       Date:  2018-09-01
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  1 in total

1.  Microwave Antenna System for Muscle Rupture Imaging with a Lossy Gel to Reduce Multipath Interference.

Authors:  Laura Guerrero Orozco; Lars Peterson; Andreas Fhager
Journal:  Sensors (Basel)       Date:  2022-05-29       Impact factor: 3.847

  1 in total

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