• DocumentCode
    3586789
  • Title

    Optimization of retraction in neurosurgery to avoid damage caused by deformation of brain tissues

  • Author

    Fukuhara, Akira ; Tsujita, Teppei ; Sase, Kazuya ; Konno, Atsushi ; Xin Jiang ; Abiko, Satoko ; Uchiyama, Masaru

  • Author_Institution
    Dept. of Mech. Syst. & Design, Tohoku Univ., Sendai, Japan
  • fYear
    2014
  • Firstpage
    588
  • Lastpage
    594
  • Abstract
    In neurosurgery, effects of deformation should be considered to avoid damaging brain tissues. The goal of this study is to develop an automatic path planner considering the deformation of brain tissues. This paper shows a scheme which combines FEM (Finite Element Method) and an optimization method for optimization of retraction in order to approach a deep part of a brain. Also, evaluations of two optimization results are discussed. One optimization is for retraction of a simple shape model for comparing two solvers, Pattern Search and Genetic Algorithm. Pattern Search Algorithm obtained maximum view size for the simple model when the principal stress of the tissue is not more than the threshold 500 (Pa). The other optimization is for retraction of a brain fissure model. Based on the result of the simple shape model, Pattern Search Algorithm is used for this optimization. It successfully generated optimal position and posture of a spatula for opening the fissure model which has same mechanical property with the human brain. These results show the effectiveness of the proposed scheme.
  • Keywords
    biological tissues; brain; finite element analysis; genetic algorithms; medical computing; neurophysiology; search problems; surgery; FEM; automatic path planner; brain tissue deformation damage avoidance; finite element method; fissure model; genetic algorithm; human brain; maximum view size; mechanical property; neurosurgery; optimal spatula position; optimal spatula posture; pattern search algorithm; principal stress; retraction optimization; simple shape model; Brain modeling; Cameras; Lesions; Optimization; Strain; Stress; Surgery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ROBIO.2014.7090394
  • Filename
    7090394