• DocumentCode
    620711
  • Title

    An optimization framework for high intensity focused ultrasound: From design of device to ultrasound therapy

  • Author

    Mun-Bo Shim ; Mun-Sung Kim ; Hyoung-Ki Lee ; Hotaik Lee ; Jun-Ho Park ; Min-Su Ahn ; Won-Chul Bang ; Sung-Jin Kim

  • Author_Institution
    Samsung Adv. Inst. of Technol., Samsung Electron. Co., Ltd., Yongin, South Korea
  • fYear
    2012
  • fDate
    7-10 Oct. 2012
  • Firstpage
    839
  • Lastpage
    842
  • Abstract
    In this study, the optimization framework to seamlessly integrate simulation process for computer simulations which perform from transducer array designs to ultrasound therapy is proposed. The optimization framework consists of three processes: a) design of a random transducer array, b) design of multi-focus patterns and a sparse array, and c) treatment planning of scanning time and path. In an attempt to tackling time-intensive computations, the 3D acoustic pressure expressed by the Rayleigh-Sommerfeld diffraction integral was numerically calculated with the aid of a distributed computing method. Genetic algorithms which were entirely used from the 1st process to the 3rd process also utilized the distributed computing method to speed up the calculation time. For the thermal dose which can describe the tissue damage, the tissue temperature evolution over time was obtained by solving Pennes´ bioheat transfer equation on GPUs using NVIDIA´s CUDA environment. The proposed optimization framework based on commercial software Isight 5.6 was implemented on the high performance computing facility. With this framework, a 1017-element spherical-section ultrasound phased array was developed and the high speed and safety of focused ultrasound thermal ablation was finally achieved.
  • Keywords
    biological tissues; biomedical transducers; biomedical ultrasonics; biothermics; diffraction; distributed algorithms; genetic algorithms; graphics processing units; heat transfer; integral equations; medical computing; numerical analysis; parallel architectures; ultrasonic therapy; virtual machines; 3D acoustic pressure; GPU; NVIDIA CUDA environment; Penne bioheat transfer equation; Rayleigh-Sommerfeld diffraction integral; commercial software Isight 5.6; computer simulation; distributed computing method; genetic algorithm; graphic processing unit; high intensity focused ultrasound; multifocus pattern array design; numerical calculation; optimization framework; parallel architecture; random transducer array design; sparse array design; thermal dose; tissue damage; tissue temperature evolution; treatment planning; ultrasound phased array; ultrasound therapy; ultrasound thermal ablation; Acoustics; Arrays; Gratings; Medical treatment; Optimization; Transducers; Ultrasonic imaging; Genetic algorithm; High Intensity Focused Ultrasound (HIFU); High performance computing; Optimization framework;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ultrasonics Symposium (IUS), 2012 IEEE International
  • Conference_Location
    Dresden
  • ISSN
    1948-5719
  • Print_ISBN
    978-1-4673-4561-3
  • Type

    conf

  • DOI
    10.1109/ULTSYM.2012.0209
  • Filename
    6561983