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An Open Framework Enabling Electromagnetic Tracking in Image-Guided Interventions

机译:在图像引导干预中启用电磁跟踪的开放框架

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Electromagnetic tracking (EMT) is a core platform technology in the navigation and visualisation of image-guided procedures. The technology provides high tracking accuracy in non-line-of-sight environments, allowing instrument navigation in locations where optical tracking is not feasible. Integration of EMT in complex procedures, often coupled with multi-modal imaging, is on the rise, yet the lack of flexibility in the available hardware platforms has been noted by many researchers and system designers. Advances in the field of EMT include novel methods of improving tracking system accuracy, precision and error compensation capabilities, though such system-level improvements cannot be readily incorporated in current therapy applications due to the 'blackbox' nature of commercial tracking solving algorithms. This paper defines a software framework to allow novel EMT designs and improvements become part of the global design process for image-guided interventions. In an effort to standardise EMT development, we define a generalised cross-platform software framework in terms of the four system functions common to all EMT systems; acquisition, filtering, modelling and solving. The interfaces between each software component are defined in terms of their input and output data structures. An exemplary framework is implemented in the Python programming language and demonstrated with the open-source Anser EMT system. Performance metrics are gathered from both Mat-lab and Python implementations of Anser EMT considering the host operating system, hardware configuration and acquisition settings used. Results show indicative system latencies of 5 ms can be achieved using the framework on a Windows operating system, with decreased system performance observed on UNIX-like platforms.
机译:电磁跟踪(EMT)是图像引导程序的导航和可视化中的核心平台技术。该技术可在非视距环境中提供较高的跟踪精度,从而允许在光学跟踪不可行的位置进行仪器导航。 EMT在复杂程序中的集成,通常与多模式成像相结合,正在上升,但是许多研究人员和系统设计人员已经指出,可用的硬件平台缺乏灵活性。 EMT领域的进步包括提高跟踪系统准确性,精度和误差补偿能力的新颖方法,尽管由于商业跟踪解决算法的“黑匣子”性质,这种系统级的改进不能轻易地并入当前的治疗应用中。本文定义了一个软件框架,使新颖的EMT设计和改进成为图像引导干预的全球设计过程的一部分。为了使EMT开发标准化,我们根据所有EMT系统共有的四个系统功能定义了一个通用的跨平台软件框架。采集,过滤,建模和求解。每个软件组件之间的接口都是根据其输入和输出数据结构定义的。一个示例性框架以Python编程语言实现,并通过开源Anser EMT系统进行了演示。性能指标是从Anser EMT的Mat-lab和Python实现中收集的,其中考虑了主机操作系统,硬件配置和所使用的采集设置。结果表明,使用Windows操作系统上的框架可以实现5 ms的指示性系统延迟,而在类似UNIX的平台上观察到的系统性能下降。

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