An algorithm for computing customized 3D printed implants with curvature constrained channels for enhancing intracavitary brachytherapy radiation delivery

Animesh Garg, S. Patil, T. Siauw, J. Cunha, I. Hsu, P. Abbeel, J. Pouliot, Ken Goldberg
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引用次数: 19

Abstract

Brachytherapy is a widely-used treatment modality for cancer in many sites in the body. In brachytherapy, small radioactive sources are positioned proximal to cancerous tumors. An ongoing challenge is to accurately place sources on a set of dwell positions to sufficiently irradiate the tumors while limiting radiation damage to healthy organs and tissues. In current practice, standardized applicators with internal channels are inserted into body cavities to guide the sources. These standardized implants are one-size-fits-all and are prone to shifting inside the body, resulting in suboptimal dosages. We propose a new approach that builds on recent results in 3D printing and steerable needle motion planning to create customized implants containing customized curvature-constrained internal channels that fit securely, minimize air gaps, and precisely guide radioactive sources through printed channels. When compared with standardized implants, customized implants also have the potential to provide better coverage: more potential source dwell positions proximal to tumors. We present an algorithm for computing curvature-constrained channels based on rapidly-expanding randomized trees (RRT). We consider a prototypical case of OB/GYN cervical and vaginal cancer with three treatment options: standardized ring implant (current practice), customized implant with linear channels, and customized implant with curved channels. Results with a two-parameter coverage metric suggest that customized implants with curved channels can offer significant improvement over current practice.
一种计算具有曲率约束通道的定制3D打印植入物的算法,用于增强腔内近距离放射治疗
近距离放射治疗是一种广泛应用于体内许多部位癌症的治疗方式。在近距离放射治疗中,小辐射源被放置在癌肿瘤的近端。一个持续的挑战是准确地将光源放置在一组驻留位置上,以充分照射肿瘤,同时限制辐射对健康器官和组织的损害。在目前的实践中,具有内部通道的标准化施药器被插入体腔以引导源。这些标准化的植入物是一种尺寸适合所有人,并且容易在体内移动,导致剂量不理想。我们提出了一种新的方法,该方法建立在3D打印和可操纵针运动计划的最新结果的基础上,以创建定制的植入物,该植入物包含定制的曲率受限的内部通道,这些通道可以安全贴合,最大限度地减少气隙,并通过打印通道精确引导放射源。与标准化种植体相比,定制种植体也有可能提供更好的覆盖范围:更多潜在的源驻留位置靠近肿瘤。提出了一种基于快速扩展随机树(RRT)的曲率约束信道计算算法。我们考虑了一个典型的OB/GYN宫颈癌和阴道癌的三种治疗方案:标准化环形种植体(目前的做法),定制种植体线性通道,定制种植体弯曲通道。双参数覆盖指标的结果表明,与目前的做法相比,定制的弯曲通道种植体可以提供显着的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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