• DocumentCode
    1573771
  • Title

    ANN Interpolation in MCG Mapping

  • Author

    Jiang, Shiqin ; Yu, Jiong ; Wu, Lei

  • Author_Institution
    Dept. of Inf. & Control Eng., Tongji Univ., Shanghai
  • fYear
    2006
  • Firstpage
    4381
  • Lastpage
    4384
  • Abstract
    Magnetocardiogram is a kind of medical image based on measuring the weak magnetic field of human heart, which reflects the magnetic activity in the human heart, and provides diagnosis information of heart diseases. At present, before visualizing the map based on very limited data, it should be pretreated through interpolation. To gain the high precision, we researched the interpolation in MCG and proposed a new method to solve it - ANN interpolation. Then we analyzed the performance among ANN interpolation, cubic spline interpolation and linear interpolation. The result is that ANN interpolation can reach the acquirement
  • Keywords
    diseases; interpolation; magnetocardiography; medical signal processing; neural nets; splines (mathematics); ANN interpolation; MCG mapping; cubic spline interpolation; diagnosis information; heart diseases; human heart; linear interpolation; magnetocardiogram; medical image; Biomedical imaging; Cardiac disease; Data visualization; Heart; Humans; Interpolation; Magnetic field measurement; Medical diagnostic imaging; Performance analysis; Spline;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
  • Conference_Location
    Shanghai
  • Print_ISBN
    0-7803-8741-4
  • Type

    conf

  • DOI
    10.1109/IEMBS.2005.1615436
  • Filename
    1615436