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Two-Phase Computerized Planning of Cryosurgery Using Bubble-Packing and Force-Field Analogy

机译:使用气泡填充和力场类比的冷冻手术两阶段计算机化计划

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摘要

Cryosurgery is the destruction of undesired tissues by freezing, as in prostate cryosurgery, for example. Minimally invasive cryosurgery is currently performed by means of an array of cryoprobes, each in the shape of a long hypodermic needle. The optimal arrangement of the cryoprobes, which is known to have a dramatic effect on the quality of the cryoprocedure, remains an art held by the cryosurgeon, based on the cryosurgeon's experience and "rules of thumb." An automated computerized technique for cryosurgery planning is the subject matter of the current paper, in an effort to improve the quality of cryosurgery. Method of Approach: A two-phase optimization method is proposed for this purpose, based on two previous and independent developments by this research team. Phase I is based on a bubble-packing method, previously used as an efficient method for finite element meshing. Phase II is based on a force-field analogy method, which has proven to be robust at the expense of a typically long runtime. Results: As a proof-of-concept, results are demonstrated on a two-dimensional case of a prostate cross section. The major contribution of this study is to affirm that in many instances cryosurgery planning can be performed without extremely expensive simulations of bioheat transfer, achieved in Phase I. Conclusions: This new method of planning has proven to reduce planning runtime from hours to minutes, making automated planning practical in a clinical time frame.
机译:冷冻手术是通过冷冻来破坏不希望的组织,例如在前列腺冷冻手术中。目前,微创冷冻手术是通过一系列冷冻针进行的,每种冷冻针呈长形皮下注射针的形状。基于冷冻医生的经验和“经验法则”,冷冻锤的最佳布置对冷冻程序的质量产生了巨大影响,这仍然是冷冻医生所掌握的一种技术。为了提高冷冻手术的质量,用于冷冻手术计划的自动化计算机技术是当前论文的主题。方法:基于此研究团队先前和独立的两次开发,为此目的提出了一种两阶段优化方法。第一阶段基于气泡填充方法,以前用作有限元网格划分的有效方法。第二阶段基于力场类比方法,该方法已被证明是健壮的,但通常会花费较长的运行时间。结果:作为概念验证,结果在前列腺横截面的二维情况下得到证明。这项研究的主要贡献是确认,在许多情况下,无需进行第一阶段就可以进行极其昂贵的生物传热模拟,就可以进行冷冻外科手术计划。结论:这种新的计划方法已被证明可以将计划运行时间从数小时缩短至数分钟,在临床时间范围内可行的自动计划。

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