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Thermal dose optimization in high intensity focused ultrasound treatments using the adjoint method

机译:使用伴随方法优化高强度聚焦超声治疗中的热剂量

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In the treatment of cancerous tumores, the thermal dose is the time temperature history required to treat or destroy the undesirable tissue. The aim of this paper is to calculate the optimum history of heat source that, in one dimensional Biot-heat transfer model results in the desired thermal dose. The time dependent strength of this source defines the accumated energy at the end of a single heat treatment period. First the optimum control problem is formulated in infinitie dimensional form. The associated adjoint problem is obtained using the calculus of variations and an analytical formula is derived for the gradient of the functional of interest. Then, a parameteric representation of the control parameter in developed and the adjoint method is performed in conjugation with the conjugate gradient method for the solution of this control problem in finite dimensional form. A one dimensioinal numerical case is analyzed and discussed to demonstrate the performance and the rubustness of the present method.
机译:在癌性肿瘤的治疗中,热剂量是治疗或破坏不良组织所需的时间温度历史。本文的目的是计算热源的最佳历史记录,在一维毕特传热模型中,该历史记录可得出所需的热剂量。该源的时间依赖性强度定义了单个热处理周期结束时的累积能量。首先,最佳控制问题以无穷维形式表示。使用变化演算可以获得相关的伴随问题,并为感兴趣的函数的梯度导出解析公式。然后,针对有限尺寸形式的控制问题,开发了控制参数的参数表示形式和伴随方法,并与共轭梯度方法结合使用。分析并讨论了一个二维数值案例,以证明本方法的性能和鲁棒性。

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