Beamforming-Enhanced Inverse Scattering for Microwave Breast Imaging

被引:36
作者
Burfeindt, Matthew J. [1 ]
Shea, Jacob D. [2 ]
Van Veen, Barry D. [2 ]
Hagness, Susan C. [2 ]
机构
[1] Univ Wisconsin, Madison, WI 53706 USA
[2] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Beamforming; biomedical imaging; breast imaging; inverse problems; inverse scattering; mammography; microwave imaging; phantoms; REALISTIC NUMERICAL BREAST; DIELECTRIC-PROPERTIES; CANCER DETECTION; LARGE-SCALE; RECONSTRUCTION; SURGERIES; PHANTOMS; TISSUES;
D O I
10.1109/TAP.2014.2344096
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present a focal-beamforming-enhanced formulation of the distorted Born iterative method (DBIM) for microwave breast imaging. Incorporating beamforming into the imaging algorithm has the potential to mitigate the effect of noise on the image reconstruction. We apply the focal-beamforming-enhanced DBIM algorithm to simulated array measurements from two MRI-derived, anatomically realistic numerical breast phantoms and compare its performance to that of the DBIM formulated with two non-focal schemes. The first scheme simply averages scattered field data from reciprocal antenna pairs while the second scheme discards reciprocal pairs. Images of the dielectric properties are reconstructed for signal-to-noise ratios (SNR) ranging from 35 dB down to 0 dB. We show that, for low SNR, the focal beamforming algorithm creates reconstructions that are of higher fidelity with respect to the exact dielectric profiles of the phantoms as compared to reconstructions created using the non-focal schemes. At high SNR, the focal and non-focal reconstructions are of comparable quality.
引用
收藏
页码:5126 / 5132
页数:7
相关论文
共 18 条
[1]   Microwave Data Inversions Using the Source-Receiver Compression Scheme [J].
Abubakar, Aria ;
Habashy, Tarek M. ;
Pan, Guangdong .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2012, 60 (06) :2853-2864
[2]   RECONSTRUCTION OF 2-DIMENSIONAL PERMITTIVITY DISTRIBUTION USING THE DISTORTED BORN ITERATIVE METHOD [J].
CHEW, WC ;
WANG, YM .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1990, 9 (02) :218-225
[3]   Microwave image reconstruction from 3-D fields coupled to 2-D parameter estimation [J].
Fang, QQ ;
Meaney, PM ;
Geimer, SD ;
Streltsov, AV ;
Paulsen, KD .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2004, 23 (04) :475-484
[4]   The dielectric properties of biological tissues .3. Parametric models for the dielectric spectrum of tissues [J].
Gabriel, S ;
Lau, RW ;
Gabriel, C .
PHYSICS IN MEDICINE AND BIOLOGY, 1996, 41 (11) :2271-2293
[5]   Fast 3-D Tomographic Microwave Imaging for Breast Cancer Detection [J].
Grzegorczyk, Tomasz M. ;
Meaney, Paul M. ;
Kaufman, Peter A. ;
diFlorio-Alexander, Roberta M. ;
Paulsen, Keith D. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2012, 31 (08) :1584-1592
[6]   Advances in the 3-D Forward-Backward Time-Stepping (FBTS) Inverse Scattering Technique for Breast Cancer Detection [J].
Johnson, Jessi E. ;
Takenaka, Takashi ;
Ping, Kismet Anak Hong ;
Honda, Shunsuke ;
Tanaka, Toshiyuki .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2009, 56 (09) :2232-2243
[7]   A large-scale study of the ultrawideband microwave dielectric properties of normal, benign and malignant breast tissues obtained from cancer surgeries [J].
Lazebnik, Mariya ;
Popovic, Dijana ;
McCartney, Leah ;
Watkins, Cynthia B. ;
Lindstrom, Mary J. ;
Harter, Josephine ;
Sewall, Sarah ;
Ogilvie, Travis ;
Magliocco, Anthony ;
Breslin, Tara M. ;
Temple, Walley ;
Mew, Daphne ;
Booske, John H. ;
Okoniewski, Michal ;
Hagness, Susan C. .
PHYSICS IN MEDICINE AND BIOLOGY, 2007, 52 (20) :6093-6115
[8]   A large-scale study of the ultrawideband microwave dielectric properties of normal breast tissue obtained from reduction surgeries [J].
Lazebnik, Mariya ;
McCartney, Leah ;
Popovic, Dijana ;
Watkins, Cynthia B. ;
Lindstrom, Mary J. ;
Harter, Josephine ;
Sewall, Sarah ;
Magliocco, Anthony ;
Booske, John H. ;
Okoniewski, Michal ;
Hagness, Susan C. .
PHYSICS IN MEDICINE AND BIOLOGY, 2007, 52 (10) :2637-2656
[9]  
Meaney P., 2013, BREAST CANCER RES, V15, P1
[10]   Surface scanning through a cylindrical tank of coupling fluid for clinical microwave breast imaging exams [J].
Pallone, Matthew J. ;
Meaney, Paul M. ;
Paulsen, Keith D. .
MEDICAL PHYSICS, 2012, 39 (06) :3102-3111