• DocumentCode
    3190929
  • Title

    A Radio-Frequency Ablation Planning System using Stochastic Finite Element method

  • Author

    Wei-Hsuan Huang ; Chee-Kong Chui

  • Author_Institution
    Dept. of Mech. Eng., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2012
  • fDate
    16-18 Dec. 2012
  • Firstpage
    603
  • Lastpage
    608
  • Abstract
    A Surgical Planning System is proposed for Radio-Frequency Ablation (RFA) of liver tumors. The system includes a novel Stochastic Finite Element (FE) method which comprises the deterministic FE method with a probabilistic nature. The method enables modeling of variations in biological systems/processes which have properties that varied within a range of continuous values. By integrating Stochastic FE method in the simulation and surgical planning of RFA, complete tumor destruction could be achieved with minimum damage to healthy tissues. Stochastic simulation accounts for the variation in physical properties present in liver tissue which affects FE simulation accuracy as well as the effect of blood flow on RFA effectiveness due to the heat sink phenomenon. The proposed surgical planning method can be efficiently integrated into a surgical navigation system or robotic system.
  • Keywords
    finite element analysis; haemodynamics; haemorheology; image segmentation; liver; medical image processing; probability; radiofrequency imaging; stochastic processes; surgery; tumours; RFA effectiveness; biological systems-processes; blood flow; healthy tissues; heat sink phenomenon; image segmentation; integrating stochastic FE method; liver tumors; physical properties; probabilistic nature; radio-frequency ablation planning system; robotic system; stochastic finite element method; surgical navigation system; surgical planning system; Finite element methods; Liver; Mathematical model; Planning; Stochastic processes; Surgery; Tumors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Integration (SII), 2012 IEEE/SICE International Symposium on
  • Conference_Location
    Fukuoka
  • Print_ISBN
    978-1-4673-1496-1
  • Type

    conf

  • DOI
    10.1109/SII.2012.6427379
  • Filename
    6427379