• 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