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用于局灶性肝癌肿瘤机械辅助图像引导治疗的几何可变三维超声

Geometrically variable three-dimensional ultrasound for mechanically assisted image-guided therapy of focal liver cancer tumors.

作者信息

Gillies Derek J, Bax Jeffery, Barker Kevin, Gardi Lori, Kakani Nirmal, Fenster Aaron

机构信息

Department of Medical Biophysics, Robarts Research Institute, Western University, London, ON, N6A 3K7, Canada.

Robarts Research Institute, Western University, London, ON, N6A 3K7, Canada.

出版信息

Med Phys. 2020 Oct;47(10):5135-5146. doi: 10.1002/mp.14405. Epub 2020 Aug 4.

Abstract

PURPOSE

Image-guided focal ablation procedures are first-line therapy options in the treatment of liver cancer tumors that provide advantageous reductions in patient recovery times and complication rates relative to open surgery. However, extensive physician training is required and image guidance variabilities during freehand therapy applicator placement limit the sufficiency of ablation volumes and the overall potential of these procedures. We propose the use of three-dimensional ultrasound (3D US) to provide guidance and localization of therapy applicators, augmenting current ablation therapies without the need for specialized procedure suites. We have developed a novel scanning mechanism for geometrically variable 3D US images, a mechanical tracking system, and a needle applicator insertion workflow using a custom needle applicator guide for targeted image-guided procedures.

METHODS

A three-motor scanner was designed to use any commercially available US probe to generate accurate, consistent, and geometrically variable 3D US images. The designed scanner was mounted on a counterbalanced stabilizing and mechanical tracking system for determining the US probe orientation, which was assessed using optical tracking. Further exploiting the utility of the motorized scanner, an image-guidance workflow was developed that moved the probe to any identified target within an acquired 3D US image. The complete 3D US guidance system was used to perform mock targeted interventional procedures on a phantom by selecting a target in a 3D US image, navigating to the target, and performing needle insertion using a custom 3D-printed needle applicator guide. Registered postinsertion 3D US images and cone-beam computed tomography (CBCT) images were used to evaluate tip targeting errors when using the motors, tracking system, or mixed navigation approaches. Two 3D US image geometries were investigated to assess the accuracy of a small-footprint tilt approach and a large field-of-view hybrid approach for a total of 48 targeted needle insertions. 3D US image quality was evaluated in a healthy volunteer and compared to a commercially available matrix array US probe.

RESULTS

A mean positioning error of 1.85 ± 1.33 mm was observed when performing compound joint manipulations with the mechanical tracking system. A combined approach for navigation that incorporated the motorized movement and the in-plane tracking system corrections performed the best with a mean tip error of 3.77 ± 2.27 mm and 4.27 ± 2.47 mm based on 3D US and CBCT images, respectively. No significant differences were observed between hybrid and tilt image acquisition geometries with all mean registration errors ≤1.2 mm. 3D US volunteer images resulted in clear reconstruction of clinically relevant anatomy.

CONCLUSIONS

A mechanically tracked system with geometrically variable 3D US provides a utility that enables enhanced applicator guidance, placement verification, and improved clinical workflow during focal liver tumor ablation procedures. Evaluations of the tracking accuracy, targeting capabilities, and clinical imaging feasibility of the proposed 3D US system, provided evidence for clinical translation. This system could provide a workflow for improving applicator placement and reducing local cancer recurrence during interventional procedures treating liver cancer and has the potential to be expanded to other abdominal interventions and procedures.

摘要

目的

图像引导下的局部消融手术是治疗肝癌肿瘤的一线治疗选择,相对于开放手术,它能显著缩短患者恢复时间并降低并发症发生率。然而,该手术需要医生接受大量培训,并且在徒手放置治疗 applicator 期间,图像引导的变异性限制了消融体积的充足性以及这些手术的整体潜力。我们建议使用三维超声(3D US)来提供治疗 applicator 的引导和定位,增强当前的消融治疗,而无需专门的手术套房。我们开发了一种用于几何可变的 3D US 图像的新型扫描机制、一种机械跟踪系统以及一种使用定制针 applicator 导向器进行靶向图像引导手术的针 applicator 插入工作流程。

方法

设计了一种三电机扫描仪,以使用任何市售的 US 探头生成准确、一致且几何可变的 3D US 图像。将设计的扫描仪安装在一个平衡稳定和机械跟踪系统上,用于确定 US 探头的方向,该方向通过光学跟踪进行评估。进一步利用电动扫描仪的效用,开发了一种图像引导工作流程,可将探头移动到采集的 3D US 图像内的任何已识别目标。完整的 3D US 引导系统通过在 3D US 图像中选择目标、导航到目标并使用定制的 3D 打印针 applicator 导向器进行针插入,在体模上执行模拟靶向介入手术。使用配准后的插入后 3D US 图像和锥束计算机断层扫描(CBCT)图像来评估使用电机、跟踪系统或混合导航方法时的针尖靶向误差。研究了两种 3D US 图像几何形状,以评估小足迹倾斜方法和大视野混合方法的准确性,总共进行了 48 次靶向针插入。在一名健康志愿者中评估了 3D US 图像质量,并与市售的矩阵阵列 US 探头进行了比较。

结果

使用机械跟踪系统进行复合关节操作时,观察到平均定位误差为 1.85 ± 1.33 毫米。结合电动移动和平面内跟踪系统校正的组合导航方法表现最佳,基于 3D US 和 CBCT 图像的平均针尖误差分别为 3.77 ± 2.27 毫米和 4.27 ± 2.47 毫米。在混合和倾斜图像采集几何形状之间未观察到显著差异,所有平均配准误差≤1.2 毫米。3D US 志愿者图像清晰重建了临床相关解剖结构。

结论

具有几何可变 3D US 的机械跟踪系统提供了一种实用工具,可在局部肝肿瘤消融手术期间增强 applicator 引导、放置验证并改善临床工作流程。对所提出的 3D US 系统的跟踪准确性、靶向能力和临床成像可行性的评估为临床转化提供了证据。该系统可为改善介入手术中 applicator 的放置并减少局部癌症复发提供工作流程,并且有可能扩展到其他腹部干预和手术。

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