• DocumentCode
    3560781
  • Title

    Fast 3-D Tomographic Microwave Imaging for Breast Cancer Detection

  • Author

    Grzegorczyk, T.M. ; Meaney, P.M. ; Kaufman, P.A. ; di Florio-Alexander, Roberta M. ; Paulsen, K.D.

  • Author_Institution
    Delpsi, Newton, MA, USA
  • Volume
    31
  • Issue
    8
  • fYear
    2012
  • Firstpage
    1584
  • Lastpage
    1592
  • Abstract
    Microwave breast imaging (using electromagnetic waves of frequencies around 1 GHz) has mostly remained at the research level for the past decade, gaining little clinical acceptance. The major hurdles limiting patient use are both at the hardware level (challenges in collecting accurate and noncorrupted data) and software level (often plagued by unrealistic reconstruction times in the tens of hours). In this paper we report improvements that address both issues. First, the hardware is able to measure signals down to levels compatible with sub-centimeter image resolution while keeping an exam time under 2 min. Second, the software overcomes the enormous time burden and produces similarly accurate images in less than 20 min. The combination of the new hardware and software allows us to produce and report here the first clinical 3-D microwave tomographic images of the breast. Two clinical examples are selected out of 400+ exams conducted at the Dartmouth Hitchcock Medical Center (Lebanon, NH). The first example demonstrates the potential usefulness of our system for breast cancer screening while the second example focuses on therapy monitoring.
  • Keywords
    cancer; image resolution; mammography; medical image processing; microwave imaging; patient monitoring; patient treatment; breast cancer detection; fast 3D tomographic microwave imaging; hardware level; microwave breast imaging; reconstruction time; software level; subcentimeter image resolution; therapy monitoring; Antenna measurements; Breast; Microwave imaging; Microwave theory and techniques; Three dimensional displays; Tumors; 3-D microwave imaging; Breast cancer; Gauss–Newton algorithm; breast cancer diagnostic; discrete dipole approximation; therapy monitoring; tomographic imaging; Adult; Algorithms; Breast; Breast Neoplasms; Female; Humans; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Magnetic Resonance Imaging; Microwaves; Middle Aged; Models, Theoretical; Tomography;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • Conference_Location
    5/2/2012 12:00:00 AM
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.2012.2197218
  • Filename
    6193442