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Optimizing Needle Placement in Treatment Planning of Radiofrequency Ablation

机译:在射频消融治疗计划中优化针头放置

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摘要

A computational method is presented for optimizing needle placement in radiofrequency ablation treatment planning. The parameterized search is guided by an objective function that depends on transient, finite element solutions of coupled thermal and potential equations for each needle placement. A framework is introduced for solving the electrostatic equation by using boundary elements to model the needle as discrete current sources embedded within a finite element mesh. This method permits finite element solutions for multiple needle placements without remeshing. We demonstrate that the method produces a search space amenable to gradient-based optimization techniques.
机译:提出了一种在射频消融治疗计划中优化针头放置的计算方法。参数化搜索由目标函数指导,该目标函数取决于每个针放置的耦合热和电势方程的瞬态有限元解。引入了一个框架,通过使用边界元素将针建模为嵌入有限元网格中的离散电流源来求解静电方程。此方法允许在不重新镶嵌的情况下针对多个针头放置进行有限元求解。我们证明该方法产生了适合基于梯度的优化技术的搜索空间。

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