DocumentCode
2150105
Title
Contrast-enhanced microwave imaging of breast tumors using sparsity regularization
Author
Gao, Fuqiang ; Van Veen, Barry D. ; Hagness, Susan C.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Wisconsin-Madison, Madison, WI, USA
fYear
2012
fDate
8-14 July 2012
Firstpage
1
Lastpage
2
Abstract
We propose a technique for microwave imaging of breast tumors using contrast agents to influence the tumor dielectric properties. Scattered field data obtained before and after the agent alters the tumor properties are used to formulate a microwave inverse scattering problem whose solution is the change in dielectric properties introduced by contrast agent. A relatively small number of voxels are assumed to be influenced by the contrast agent, so the change in dielectric properties is obtained using a regularizer that encourages sparse solutions. A computational study using 2D numerical breast phantoms indicates tumors are accurately localized by this method and suggests this is a promising approach to tumor localization even in dense breast tissue.
Keywords
bioelectric phenomena; image enhancement; image reconstruction; inverse problems; medical image processing; microwave imaging; phantoms; tumours; 2D numerical breast phantoms; breast tumors; contrast agents; contrast-enhanced microwave imaging; dense breast tissue; image reconstruction; microwave inverse scattering problem; scattered field data; sparse solutions; sparsity regularization; tumor dielectric properties; tumor localization; tumor properties; voxels; Breast; Dielectrics; Microwave imaging; Microwave theory and techniques; Phantoms; Tumors;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation Society International Symposium (APSURSI), 2012 IEEE
Conference_Location
Chicago, IL
ISSN
1522-3965
Print_ISBN
978-1-4673-0461-0
Type
conf
DOI
10.1109/APS.2012.6348910
Filename
6348910
Link To Document