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RFA Guardian: Comprehensive Simulation of Radiofrequency Ablation Treatment of Liver Tumors

机译:RFA Guardian:射频消融治疗肝肿瘤的综合模拟

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摘要

The RFA Guardian is a comprehensive application for high-performance patient-specific simulation of radiofrequency ablation of liver tumors. We address a wide range of usage scenarios. These include pre-interventional planning, sampling of the parameter space for uncertainty estimation, treatment evaluation and, in the worst case, failure analysis. The RFA Guardian is the first of its kind that exhibits sufficient performance for simulating treatment outcomes during the intervention. We achieve this by combining a large number of high-performance image processing, biomechanical simulation and visualization techniques into a generalized technical workflow. Further, we wrap the feature set into a single, integrated application, which exploits all available resources of standard consumer hardware, including massively parallel computing on graphics processing units. This allows us to predict or reproduce treatment outcomes on a single personal computer with high computational performance and high accuracy. The resulting low demand for infrastructure enables easy and cost-efficient integration into the clinical routine. We present a number of evaluation cases from the clinical practice where users performed the whole technical workflow from patient-specific modeling to final validation and highlight the opportunities arising from our fast, accurate prediction techniques.
机译:RFA Guardian是针对肝肿瘤的射频消融进行高性能,针对特定患者的仿真的综合应用程序。我们处理各种使用场景。这些措施包括介入前的计划,用于不确定性评估的参数空间采样,治疗评估以及在最坏的情况下的失效分析。 RFA Guardian是同类产品中第一个在干预过程中表现出足以模拟治疗结果的性能。我们通过将大量的高性能图像处理,生物力学模拟和可视化技术结合到通用的技术工作流程中来实现这一目标。此外,我们将功能集包装到一个集成的应用程序中,该应用程序可以利用标准消费类硬件的所有可用资源,包括在图形处理单元上进行大规模并行计算。这使我们能够在一台个人计算机上以高计算性能和高精度预测或再现治疗结果。随之而来的对基础设施的低需求使得可以轻松,经济高效地将其集成到临床程序中。我们提供了许多临床实践中的评估案例,其中用户执行了从患者特定的建模到最终验证的整个技术流程,并重点介绍了我们快速,准确的预测技术所带来的机遇。

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