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Improving the Image Quality of Synthetic Transmit Aperture Ultrasound Images - Achieving Real-Time In-Vivo Imaging

机译:提高合成发射孔径超声图像的图像质量 - 实现实时体内成像

摘要

Synthetic transmit aperture (STA) imaging has the potential to increase the image quality of medical ultrasound images beyond the levels obtained by conventional imaging techniques (linear, phased, and convex array imaging). Currently, however, in-vivo applications of STA imaging is limited by a low signal-to-noise ratio (SNR), due to the application of a single transducer element at each emission, and higher susceptibility to tissue motion, produced by the summation of sequentially acquired low resolution images. In order to make real-time STA imaging feasible for in-vivo applications, these issues need to solved. The goal of this PhD study has been to find methods that can be used to overcome the above mentioned limitations, and hereby improve the image quality of STA imaging to a clinically desirable level, enabling real-time in-vivo STA imaging. The thesis investigates a new method to increase the SNR, which employs multi-element subapertures and linearly frequency modulated (FM) signals at each emission. The subaperture is applied to emulate a high power spherical wave transmitted by a virtual point source positioned behind the subaperture, and the linear FM signal replaces the conventional short excitation signal to increase the transmitted temporal energy. This approach, named Temporally encoded Multi-element Synthetic transmit aperture (TMS) imaging, is evaluated in detail for linear array and convex array imaging applications using simulations, and phantom and in-vivo experiments. The thesis contains summaries of four journal articles and four corresponding conference publications, which comprise the primary contributions of the PhD. The first two papers give elaborated evaluations of TMS imaging for linear array and convex array imaging, respectively. The results, including initial in-vivo experiments, showed, that TMS imaging can increase the SNR by as much as 17 dB compared to the traditional imaging techniques, which improves the in-vivo image quality to a highly competitive level. An in-vivo evaluation of convex array TMS imaging for abdominal imaging applications is presented in the third paper, based on a clinical trial with 7 healthy male volunteers. Real-time movie sequences of 3 seconds duration were acquired and analyzed by experienced medical doctors using blinded clinical evaluation. The results showed a statistically significant improvement in image quality of convex array TMS imaging compared to conventional convex array imaging. Only minor motion artifacts causing subtle image brightness fluctuations were reported in TMS imaging, which did not depreciate the diagnostic value of the images. The influence of tissue motion and a method for two-dimensional motion compensation is investigated in the fourth and final paper. The method estimates the tissue velocity and motion vii Abstract direction at each image point by correlating image lines beamformed along a set of motion directions and selects the direction and velocity corresponding to the highest correlation. Using these estimates, motion compensation is obtained by tracking the location of each pixel, when reconstructing the low resolution images. The presented phantom and in-vivo results showed, that severe tissue motion has a negative influence on the image quality of STA imaging as expected, but, most importantly, that the proposed method successfully compensates for the motion, thus, retaining the image quality of TMS imaging, when scanning moving tissue. In conclusion, the results of the research presented in this thesis have demonstrated, that TMS imaging is feasible for real-time in-vivo imaging, and that the obtained image quality is highly competitive with the techniques applied in current medical ultrasound scanners. Hereby, the goals of the PhD have been successfully achieved.
机译:合成发射孔径(STA)成像具有将医学超声图像的图像质量提高到超过传统成像技术(线性,相控和凸阵列成像)所能达到的水平的潜力。但是,目前,STA成像在体内的应用受到低信噪比(SNR)的限制,这是由于在每次发射时都使用单个换能器元件,以及通过求和产生的更高的组织运动敏感性顺序获取的低分辨率图像。为了使实时STA成像对于体内应用可行,这些问题需要解决。这项PhD研究的目标是找到可用于克服上述局限性的方法,从而将STA成像的图像质量提高到临床所需水平,从而实现实时体内STA成像。本文研究了一种提高SNR的新方法,该方法在每次发射时都采用多元素子孔径和线性调频(FM)信号。子孔径用于模拟由位于子孔径后面的虚拟点源传输的高功率球面波,并且线性FM信号替代了传统的短激励信号以增加传输的瞬时能量。这种方法被称为临时编码的多元素合成发射孔径(TMS)成像,使用模拟以及体模和体内实验对线性阵列和凸阵列成像应用进行了详细评估。本文包含四篇期刊论文的摘要和四篇相应的会议出版物,这些论文构成了博士学位的主要贡献。前两篇论文分别对线性阵列和凸阵列成像的TMS成像进行了详细评估。包括初始体内实验在内的结果表明,与传统成像技术相比,TMS成像可将SNR提高多达17 dB,从而将体内图像质量提高到了极具竞争力的水平。第三篇论文基于7位健康男性志愿者的临床试验,对用于腹部成像的凸阵列TMS成像进行了体内评估。 3秒钟持续时间的实时电影序列已获得并由经验丰富的医生使用盲法临床评估进行分析。结果表明,与传统的凸面阵列成像相比,凸面阵列TMS成像的图像质量具有统计学上的显着改善。在TMS成像中,仅报告了导致细微图像亮度波动的轻微运动伪影,这并未降低图像的诊断价值。在第四篇也是最后一篇论文中研究了组织运动的影响以及二维运动补偿的方法。该方法通过使沿着一组运动方向波束形成的图像线相关联,并选择与最高相关性相对应的方向和速度,来估计每个图像点的组织速度和运动方向。使用这些估计,可以在重建低分辨率图像时通过跟踪每个像素的位置来获得运动补偿。提出的幻像和体内结果表明,剧烈的组织运动对STA成像的图像质量具有负面影响,但是,最重要的是,所提出的方法成功地补偿了运动,因此保留了图像的质量。扫描运动组织时进行TMS成像。总之,本文提出的研究结果表明,TMS成像对于实时体内成像是可行的,并且所获得的图像质量与当前医学超声扫描仪中使用的技术具有高度竞争力。从而,博士的目标已经成功实现。

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