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
Link To Document