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Direct thermal dose control of constrained focused ultrasound treatments: phantom and in vivo evaluation

机译:约束聚焦超声治疗的直接热剂量控制:体模和体内评估

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摘要

The first treatment control system that explicitly and automatically balances the efficacy and safety goals of noninvasive thermal therapies is described, and its performance is evaluated in phantoms and in vivo using ultrasound heating with a fixed, focused transducer. The treatment efficacy is quantified in terms of thermal dose delivered to the target. The developed feedback thermal dose controller has a cascade structure with the main nonlinear dose controller continuously generating the reference temperature trajectory for the secondary, constrained, model predictive temperature controller. The control system ensures thermal safety of the normal tissue by automatically complying with user-specified constraints on the maximum allowable normal tissue temperatures. To reflect hardware limitations and to prevent cavitation, constraints on the maximum transducer power can also be imposed. It is shown that the developed controller can be used to achieve the minimum-time delivery of the desired thermal dose to the target without violating safety constraints, which is a novel and clinically desirable feature. The developed controller is model based, and requires patient- and site-specific models for its operation. These models were obtained during pre-treatment identification experiments. In our implementation, predictive models, internally used by the automatic treatment controller, are dynamically updated each time new temperature measurements become available. The adaptability of internal models safeguards against adverse effects of modelling errors, and ensures robust performance of the control system in the presence of a priori unknown treatment disturbances. The successful validation with two experimental models of considerably different thermal and ultrasound properties suggests the applicability of the developed treatment control system to different anatomical sites.
机译:描述了第一个明确且自动平衡非侵入性热疗法的疗效和安全性目标的治疗控制系统,并使用带有固定聚焦换能器的超声加热在幻影和体内评估了其性能。根据递送至靶标的热剂量来量化治疗功效。所开发的反馈热剂量控制器具有级联结构,主要非线性剂量控制器可连续生成辅助约束模型预测温度控制器的参考温度轨迹。该控制系统通过自动遵守用户指定的对最大允许正常组织温度的限制,来确保正常组织的热安全性。为了反映硬件限制并防止气蚀,还可以对最大传感器功率施加限制。结果表明,开发的控制器可用于在不违反安全约束的情况下,将所需的热剂量最短时间地输送至靶标,这是一种新颖且临床上理想的功能。开发的控制器基于模型,并且需要针对患者和特定地点的模型进行操作。这些模型是在治疗前鉴定实验中获得的。在我们的实现中,每当新的温度测量结果可用时,自动处理控制器内部使用的预测模型就会动态更新。内部模型的适应性可防止建模错误的不利影响,并确保在存在先验未知治疗干扰的情况下控制系统的强大性能。通过两个热和超声特性明显不同的实验模型的成功验证表明,所开发的治疗控制系统适用于不同的解剖部位。

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