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Three-dimensional ultrasound elasticity imaging on an automated breast volume scanning system

机译:自动乳房体积扫描系统上的三维超声弹性成像

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摘要

Ultrasound elasticity imaging has demonstrated utility in breast imaging, but it is typically performed with handheld transducers and two-dimensional imaging. Two-dimensional (2D) elastography images tissue stiffness of only a plane and hence suffers from errors due to out-of-plane motion, whereas three-dimensional (3D) data acquisition and motion tracking can be used to track out-of-plane motion that is lost in 2D elastography systems. A commercially-available automated breast volume scanning system that acquires 3D ultrasound data with precisely controlled elevational movement of the 1D array ultrasound transducer was employed in this study. A hybrid, guided 3D motion tracking algorithm was developed that first estimated the displacements in one plane using a modified quality-guided search method, and then performed an elevational guided-search for displacement estimation in adjacent planes. To assess the performance of the method, 3D radiofrequency echo data were acquired with this system from a phantom and from an in vivo human breast. For both experiments, the axial displacement fields were smooth and high cross-correlation coefficients were obtained in most of the tracking region. The motion tracking performance of the new method was compared with a correlation-based exhaustive search method on six consecutive volumes (five consecutive volume pairs) of radiofrequency echo data acquired during in vivo scanning of the breast of one subject. For all five motion tracking volume pairs, the average motion-compensated cross-correlation values (between pre-deformation and motion-compensated post-deformation echo fields) obtained by the guided-search motion tracking method were equivalent to those by the exhaustive search method, and the computation time was about a factor of 10 less. Therefore, the proposed 3D ultrasound elasticity imaging method was a more efficient approach to produce a high quality of 3D ultrasound strain image.
机译:超声弹性成像已证明可用于乳房成像,但通常使用手持式换能器和二维成像进行。二维(2D)弹性成像仅成像平面的组织刚度,因此会遭受平面外运动引起的误差,而三维(3D)数据采集和运动跟踪可用于跟踪平面外在2D弹性成像系统中丢失的运动。在这项研究中采用了商业上可获得的自动乳房体积扫描系统,该系统通过精确控制1D阵列超声换能器的仰角运动来获取3D超声数据。开发了一种混合式,引导式3D运动跟踪算法,该算法首先使用改进的质量引导搜索方法估算一个平面中的位移,然后对相邻平面中的位移估算执行立式引导搜索。为了评估该方法的性能,使用该系统从幻像和体内人类乳房中获取了3D射频回波数据。对于这两个实验,轴向位移场都是平滑的,并且在大多数跟踪区域中都获得了高互相关系数。将该新方法的运动跟踪性能与基于相关性的详尽搜索方法进行了比较,该方法是在对一个对象的乳房进行体内扫描期间获取的六个连续体积(五个连续体积对)的射频回波数据。对于所有五个运动跟踪体对,通过引导搜索运动跟踪方法获得的平均运动补偿互相关值(变形前和运动补偿后变形回波场之间)与穷举搜索方法等效。 ,计算时间减少了大约10倍。因此,所提出的3D超声弹性成像方法是产生高质量3D超声应变图像的更有效的方法。

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