• DocumentCode
    2778530
  • Title

    An integration between SVM classifiers and multi-resolution techniques for early breast cancer detection

  • Author

    Rocca, P. ; Viani, F. ; Donelli, M. ; Benedetti, M. ; Massa, A.

  • Author_Institution
    Dept. of Inf. Eng. & Comput. Sci., Univ. of Trento, Trento
  • fYear
    2008
  • fDate
    5-11 July 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this work, a multi-scaling classification approach for breast cancer detection has been presented. The approach exploits the generalization capabilities of a SVM-based methodology and a multi-resolution strategy. In order to assess the effectiveness and the feasibility of the proposed technique, a preliminary result has been reported.
  • Keywords
    biomedical imaging; cancer; image reconstruction; image resolution; medical image processing; microwave imaging; probability; support vector machines; SVM classifiers; breast cancer detection; multiresolution techniques; multiscaling classification approach; support vector machines; Breast cancer; Breast tissue; Cancer detection; Electromagnetic scattering; Image reconstruction; Microwave imaging; Pathology; Spatial resolution; Support vector machine classification; Support vector machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Antennas and Propagation Society International Symposium, 2008. AP-S 2008. IEEE
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    978-1-4244-2041-4
  • Electronic_ISBN
    978-1-4244-2042-1
  • Type

    conf

  • DOI
    10.1109/APS.2008.4619948
  • Filename
    4619948
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2778530