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基于CUDA的声辐射力弹性成像算法研究

曾博 雷友诚 王丛知 邱维宝 冯歌 曾成志 杨戈 郑海荣

计算机工程与应用Issue(18):249-254,265,7.
计算机工程与应用Issue(18):249-254,265,7.DOI:10.3778/j.issn.1002-8331.1309-0198

基于CUDA的声辐射力弹性成像算法研究

CUDA-based acoustic radiation force imaging algorithm

曾博 1雷友诚 2王丛知 1邱维宝 3冯歌 3曾成志 3杨戈 3郑海荣3

作者信息

  • 1. 湖南大学 电气与信息工程学院,长沙 410082
  • 2. 中国科学院 深圳先进技术研究院,广东 深圳 518055
  • 3. 中国科学院 深圳先进技术研究院,广东 深圳 518055
  • 折叠

摘要

Abstract

Acoustic Radiation Force Imaging(ARFI)is a novel method of tissue stiffness estimation. Compared with other conventional ultrasound methods, ARFI is quantitative and less operator dependent. However, current ARFI still cannot provide quasi-real-time 2D images since its algorithm is data-intensive and time-consuming. In order to obtain real-time 2D ARFI image, a new ARFI algorithm which is suitable for parallel computation on GPU is put forward and accomplished. According to the results, a high accelerate ratio has been obtained between GPU and CPU. Comparison of the quality of stiffness mapping images obtained by both CPU and GPU is also performed on a self-made phantom, and it is found that there is no distinct difference between the images.

关键词

二维声辐射力弹性成像/统一计算架构(CUDA)/图形处理器(GPU)/并行算法

Key words

2D acoustic radiation force imaging/Compute Unified Device Architecture(CUDA)/Graphic Processing Unit(GPU)/parallel computation algorithm

分类

信息技术与安全科学

引用本文复制引用

曾博,雷友诚,王丛知,邱维宝,冯歌,曾成志,杨戈,郑海荣..基于CUDA的声辐射力弹性成像算法研究[J].计算机工程与应用,2015,(18):249-254,265,7.

基金项目

国家自然科学基金(No.81027006)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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