• DocumentCode
    167800
  • Title

    Image processing based surgical navigation system building

  • Author

    Yang Xu ; Hong Wang

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
  • fYear
    2014
  • fDate
    8-9 May 2014
  • Firstpage
    991
  • Lastpage
    994
  • Abstract
    In this paper, we aim to build a 3D medical image processing based surgical navigation system, to assist the operation with smooth performance. We first focus on the parallel implementation of Graph Cuts algorithm under CUDA for organ segmentation. The algorithm is modified and optimized and satisfactory results are obtained. A GPU parallel accelerated Marching Cubes algorithm for visualization is designed and experimental results are given. A surgical planning method is also developed, which can effectively reduce the risk of the radiation that the patients receive and accidental injury of the puncture needles in the traditional surgery. Two different navigation equipment´s connection and communication are implemented with our system. The above main functions are integrated to a surgical navigation system. Some experiments are made (animal experiments included) to test this platform for accuracy, reliability and ease of use.
  • Keywords
    data visualisation; graph theory; graphics processing units; image segmentation; medical image processing; parallel algorithms; surgery; 3D medical image processing based surgical navigation system building; CUDA; GPU parallel accelerated marching cubes algorithm; graph cuts algorithm; navigation equipment communication; navigation equipment connection; organ segmentation; parallel implementation; surgical planning method; visualization; Algorithm design and analysis; Biomedical imaging; Image segmentation; Navigation; Planning; Surgery; Three-dimensional displays; fast organ segmentation; medical image visualization; surgical navigation; surgical planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Computer and Applications, 2014 IEEE Workshop on
  • Conference_Location
    Ottawa, ON
  • Type

    conf

  • DOI
    10.1109/IWECA.2014.6845789
  • Filename
    6845789