Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada.
Imaging Research Laboratories, Robarts Research Institute, London, Ontario, Canada.
Med Phys. 2022 Jun;49(6):3944-3962. doi: 10.1002/mp.15632. Epub 2022 Apr 7.
Mammographic screening has reduced mortality in women through the early detection of breast cancer. However, the sensitivity for breast cancer detection is significantly reduced in women with dense breasts, in addition to being an independent risk factor. Ultrasound (US) has been proven effective in detecting small, early-stage, and invasive cancers in women with dense breasts.
To develop an alternative, versatile, and cost-effective spatially tracked three-dimensional (3D) US system for whole-breast imaging. This paper describes the design, development, and validation of the spatially tracked 3DUS system, including its components for spatial tracking, multi-image registration and fusion, feasibility for whole-breast 3DUS imaging and multi-planar visualization in tissue-mimicking phantoms, and a proof-of-concept healthy volunteer study.
The spatially tracked 3DUS system contains (a) a six-axis manipulator and counterbalanced stabilizer, (b) an in-house quick-release 3DUS scanner, adaptable to any commercially available US system, and removable, allowing for handheld 3DUS acquisition and two-dimensional US imaging, and (c) custom software for 3D tracking, 3DUS reconstruction, visualization, and spatial-based multi-image registration and fusion of 3DUS images for whole-breast imaging. Spatial tracking of the 3D position and orientation of the system and its joints (J ) were evaluated in a clinically accessible workspace for bedside point-of-care (POC) imaging. Multi-image registration and fusion of acquired 3DUS images were assessed with a quadrants-based protocol in tissue-mimicking phantoms and the target registration error (TRE) was quantified. Whole-breast 3DUS imaging and multi-planar visualization were evaluated with a tissue-mimicking breast phantom. Feasibility for spatially tracked whole-breast 3DUS imaging was assessed in a proof-of-concept healthy male and female volunteer study.
Mean tracking errors were 0.87 ± 0.52, 0.70 ± 0.46, 0.53 ± 0.48, 0.34 ± 0.32, 0.43 ± 0.28, and 0.78 ± 0.54 mm for joints J , respectively. Lookup table (LUT) corrections minimized the error in joints J , J , and J . Compound motions exercising all joints simultaneously resulted in a mean tracking error of 1.08 ± 0.88 mm (N = 20) within the overall workspace for bedside 3DUS imaging. Multi-image registration and fusion of two acquired 3DUS images resulted in a mean TRE of 1.28 ± 0.10 mm. Whole-breast 3DUS imaging and multi-planar visualization in axial, sagittal, and coronal views were demonstrated with the tissue-mimicking breast phantom. The feasibility of the whole-breast 3DUS approach was demonstrated in healthy male and female volunteers. In the male volunteer, the high-resolution whole-breast 3DUS acquisition protocol was optimized without the added complexities of curvature and tissue deformations. With small post-acquisition corrections for motion, whole-breast 3DUS imaging was performed on the healthy female volunteer showing relevant anatomical structures and details.
Our spatially tracked 3DUS system shows potential utility as an alternative, accurate, and feasible whole-breast approach with the capability for bedside POC imaging. Future work is focused on reducing misregistration errors due to motion and tissue deformations, to develop a robust spatially tracked whole-breast 3DUS acquisition protocol, then exploring its clinical utility for screening high-risk women with dense breasts.
乳腺 X 线筛查通过早期发现乳腺癌降低了女性的死亡率。然而,致密型乳腺会显著降低乳腺癌的检出率,且是独立的危险因素。超声(US)已被证明在检测致密型乳腺中的小、早期、浸润性乳腺癌方面是有效的。
开发一种替代的、多功能的、经济有效的空间跟踪三维(3D)US 系统,用于全乳成像。本文介绍了空间跟踪 3DUS 系统的设计、开发和验证,包括其用于空间跟踪的组件、多图像配准和融合、在组织模拟体模中进行全乳 3DUS 成像和多平面可视化的可行性,以及概念验证健康志愿者研究。
空间跟踪 3DUS 系统包含(a)六轴操纵器和平衡稳定器,(b)内部快速释放 3DUS 扫描仪,可适配任何市售的 US 系统,且可移除,允许进行手持式 3DUS 采集和二维 US 成像,以及(c)用于 3D 跟踪、3DUS 重建、可视化以及基于空间的多图像配准和融合的定制软件,用于全乳成像。系统及其关节(J)的 3D 位置和方向的空间跟踪在临床可及的床边即时护理(POC)成像工作空间中进行了评估。在组织模拟体模中,采用基于象限的协议评估了采集的 3DUS 图像的多图像配准和融合,并量化了目标配准误差(TRE)。使用组织模拟乳房体模评估了全乳 3DUS 成像和多平面可视化。在概念验证的健康男性和女性志愿者研究中评估了空间跟踪全乳 3DUS 成像的可行性。
关节 J 的平均跟踪误差分别为 0.87 ± 0.52、0.70 ± 0.46、0.53 ± 0.48、0.34 ± 0.32、0.43 ± 0.28 和 0.78 ± 0.54mm。查找表(LUT)校正最小化了关节 J、J 和 J 的误差。同时进行所有关节的复合运动导致在整个床边 3DUS 成像工作空间内的平均跟踪误差为 1.08 ± 0.88mm(N=20)。两个采集的 3DUS 图像的多图像配准和融合导致平均 TRE 为 1.28 ± 0.10mm。在轴向、矢状和冠状视图中使用组织模拟乳房体模演示了全乳 3DUS 成像和多平面可视化。在健康男性和女性志愿者中证明了全乳 3DUS 方法的可行性。在男性志愿者中,优化了高分辨率全乳 3DUS 采集方案,而没有增加曲率和组织变形的复杂性。通过对运动进行小的后采集校正,在健康女性志愿者中进行了全乳 3DUS 成像,显示了相关的解剖结构和细节。
我们的空间跟踪 3DUS 系统具有作为替代的、准确的和可行的全乳方法的潜力,具有床边 POC 成像的能力。未来的工作重点是减少由于运动和组织变形引起的配准误差,开发稳健的空间跟踪全乳 3DUS 采集方案,然后探索其在筛查致密型乳腺高危女性中的临床应用。