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
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;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352325