• DocumentCode
    1820134
  • Title

    Developing an Intraoperative Methodology Using the Finite Element Method and the Extended Kalman Filter to Identify the Material Parameters of an Organ Model

  • Author

    Hoshi, T. ; Kobayashi, Y. ; Kawamura, K. ; Fujie, Masakatsu G.

  • Author_Institution
    Waseda Univ., Tokyo
  • fYear
    2007
  • fDate
    22-26 Aug. 2007
  • Firstpage
    469
  • Lastpage
    474
  • Abstract
    It is generally difficult to determine the material values of human tissue to input into an organ deformation model, because the material properties of human tissues are inherently uncertain because of their individual differences. In our work, we developed a promising approach that allows identification of the material parameters of the organ model by using information obtained during surgery. The effectiveness of the method was shown through both numerical and physical experiments. As a result of both experiments, it was shown that the material parameters of the organ model were accurately identified.
  • Keywords
    Kalman filters; biological organs; biological tissues; biomechanics; deformation; finite element analysis; medical robotics; surgery; extended Kalman filter; finite element method; human tissue; intraoperative methodology; material parameters; organ deformation model; robot-assisted surgery; Biological materials; Biomedical imaging; Deformable models; Educational technology; Finite element methods; Humans; Medical diagnostic imaging; Medical robotics; Robot kinematics; Surgery; Animals; Finite Element Analysis; Humans; Imaging, Three-Dimensional; Models, Biological; Monitoring, Intraoperative; Reproducibility of Results;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
  • Conference_Location
    Lyon
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-0787-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2007.4352325
  • Filename
    4352325