• DocumentCode
    3040972
  • Title

    Breast Ultrasound Tomography Using Homotopy Continuation Method

  • Author

    Gaddoura, Omer M. ; Longhui, Wang ; Mingyue, Ding ; Jinchun, He

  • Author_Institution
    Dept. of Biomed. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • fYear
    2011
  • fDate
    14-17 Dec. 2011
  • Firstpage
    4
  • Lastpage
    7
  • Abstract
    Breast ultrasound computed tomography (UCT) is an alternative technique to X-ray mammography and B-mode ultrasound. Since mammogram has a high rate of false-positive results, as well as unconformability. On the other hand low resolution images in conventional ultrasound make the differentiation between breast tissue and tumor a little difficult. In this preliminary study we tested and investigated full wave based tomography method. We considered this problem as an nonlinear inverse problem by constructing a nonlinear operator, and finding an approximate solution to this operator by using the well known globally convergent method, which called homotopy continuation methods (HCM). The effect of the noise to the reconstructed image is also tested. Our results is compared to other methods as filtered back projection (FBP). The results shows the robustness and the visibility of this technique.
  • Keywords
    acoustic tomography; computerised tomography; inverse problems; mammography; tumours; B-mode ultrasound; HCM; X-ray mammography; breast tissue; breast ultrasound computed tomography; filtered back projection; full wave based tomography method; homotopy continuation methods; image reconstruction; low resolution images; nonlinear inverse problem; nonlinear operator; tumor; Breast; Equations; Image reconstruction; Mathematical model; Noise; Tomography; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation and Bio-Medical Instrumentation (ICBMI), 2011 International Conference on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-1-4577-1152-7
  • Type

    conf

  • DOI
    10.1109/ICBMI.2011.49
  • Filename
    6131721