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
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;
Conference_Titel :
Ultrasonics Symposium (IUS), 2012 IEEE International
Conference_Location :
Dresden
Print_ISBN :
978-1-4673-4561-3
DOI :
10.1109/ULTSYM.2012.0209