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Optimization of multiprobe placement for computerized cryosurgery planning using force-field analogy

机译:使用力场类比优化计算机低温手术计划的多探头放置

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Cryosurgery is a medical technique to destroy unwanted tissue using extreme low temperature from a medium conducted using one or some cryoprobes with an minimum risk. Conventionally the configuration of cryoprobes (the number of cryoprobes and how to place them) has been applied using experience from trial and error methods of the cryosurgeon, so that it requires a method to optimize the configuration - to maximize the destruction of a target region while minimizing the destruction of surrounding healthy tissues. In this study, the heat transfer occurred in cryosurgery process is categorized as Stefan problem and simulated using finite volume scheme. Cryoprobe placement is optimized using deterministic displacement procedure based on the notion of force-field analogy. The optimization algorithm is evaluated to test some simple cases and complex-shaped geometry. The test cases are evaluated using perfect circle target with 4 different initial placements. Moreover, the algorithm is applied to the lung cancer geometry with the initial placement is obtained from bubble packing method. All different configurations are conducted using 4 to 14 cryoprobes. The simulation results show that the algorithm yields total defect average of 2.5% for circular geometry test cases and 3.68% for lung cancer with complex-shaped.
机译:冷冻手术是一种医学技术,可以在极低的风险下,从极低的温度下,使用一种或几种冷冻常温进行的培养基中破坏有害组织。常规上,低温冷冻机的配置(低温冷冻机的数量及其放置方式)是根据冷冻外科医生的反复试验方法获得的经验来应用的,因此,它需要一种优化配置的方法-最大程度地破坏目标区域,同时最大程度地减少对周围健康组织的破坏。在这项研究中,冷冻过程中发生的热传递被归类为Stefan问题,并使用有限体积方案进行了模拟。基于力场类比的概念,使用确定性位移程序优化了低温探头的放置。评估了优化算法,以测试一些简单情况和复杂形状的几何形状。使用具有4个不同初始位置的完美圆靶来评估测试用例。此外,该算法被应用于肺癌的几何形状,其初始位置是从气泡填充方法中获得的。所有不同的配置均使用4至14个冷冻探针进行。仿真结果表明,该算法对圆形几何测试案例的总缺陷平均率为2.5%,对于复杂形状的肺癌的平均缺陷率为3.68%。

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