Streamlining custom bolus fabrication via 3D-to-2D unfolding using spectral mesh flattening.

IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
James J Sohn, Ethan Stolen, Siddhant Sen, Amritha Praveen, Jeonghoon Park
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引用次数: 0

Abstract

Accurate fabrication of custom boluses is essential in radiation therapy to ensure optimal dose delivery to superficial tumors, particularly in anatomically complex regions. This study presents a novel method that utilizes spectral mesh flattening (SMF) to unfold three-dimensional (3D) virtual bolus designs into two-dimensional (2D) contours, aiming to enhance the fabrication workflow and improve reproducibility in bolus shape and placement. Using computed tomography (CT) scans of a phantom with radiopaque wires delineating target regions such as the nose, chin, and ear, virtual boluses of 0.5 cm thickness were designed within a treatment planning system. The 3D mesh geometries of these boluses were then exported and processed using a custom-developed software tool, ONCOFLAT, which implements the SMF algorithm to generate 2D representations while minimizing geometric distortion. These 2D contours were printed and used as cutting guides for the fabrication of flat bolus materials. After fabrication, the boluses were applied to the phantom and rescanned, and their accuracy was assessed by comparing the physical boluses to the original virtual designs using the Dice Similarity Coefficient (DSC) and the Hausdorff distance. The SMF algorithm successfully unfolded complex 3D geometries into 2D contours, and the ONCOFLAT software enabled a streamlined process that reduced the total design-to-fabrication time to under five minutes. The fabricated boluses closely conformed to the intended anatomical surfaces, with DSC values ranging from 0.59 to 0.62 and average Hausdorff distances below 1.3 mm. The 95% Hausdorff distances ranged from 3.50 mm to 4.22 mm. These results demonstrate that the integration of SMF within ONCOFLAT offers a fast, reproducible method for fabricating patient-specific boluses for complex anatomy. The approach shows promise in improving the consistency and effectiveness of dose delivery in radiation therapy, representing a meaningful advancement in personalized treatment planning.

简化定制丸制造通过3d到2d展开使用光谱网格平坦。
精确制造定制丸是必不可少的放射治疗,以确保最佳剂量输送到浅表肿瘤,特别是在解剖复杂的区域。本研究提出了一种利用谱网格平坦化(SMF)将三维(3D)虚拟丸设计展开为二维(2D)轮廓的新方法,旨在改善制造工作流程并提高丸形状和放置的可重复性。利用计算机断层扫描(CT)对假体进行扫描,用不透射线的线描绘目标区域,如鼻子、下巴和耳朵,在治疗计划系统中设计0.5 cm厚度的虚拟丸。然后使用定制开发的软件工具ONCOFLAT导出并处理这些球体的3D网格几何形状,该工具实现SMF算法以生成2D表示,同时最大限度地减少几何失真。这些二维轮廓被打印出来,并用作平面丸状材料制造的切割指南。制作完成后,将微丸应用于虚拟体上并重新扫描,并使用骰子相似系数(DSC)和豪斯多夫距离将物理微丸与原始虚拟设计进行比较,以评估其精度。SMF算法成功地将复杂的3D几何形状展开为2D轮廓,而ONCOFLAT软件实现了一个简化的过程,将从设计到制造的总时间缩短到5分钟以下。制备的微丸与预期的解剖表面紧密吻合,DSC值在0.59 ~ 0.62之间,平均豪斯多夫距离小于1.3 mm。95% Hausdorff距离为3.50 ~ 4.22 mm。这些结果表明,在ONCOFLAT中整合SMF提供了一种快速、可重复的方法,可用于制造用于复杂解剖的患者特异性微丸。该方法有望提高放射治疗剂量传递的一致性和有效性,代表了个性化治疗计划的有意义的进步。
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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来源期刊
Biomedical Physics & Engineering Express
Biomedical Physics & Engineering Express RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
2.80
自引率
0.00%
发文量
153
期刊介绍: BPEX is an inclusive, international, multidisciplinary journal devoted to publishing new research on any application of physics and/or engineering in medicine and/or biology. Characterized by a broad geographical coverage and a fast-track peer-review process, relevant topics include all aspects of biophysics, medical physics and biomedical engineering. Papers that are almost entirely clinical or biological in their focus are not suitable. The journal has an emphasis on publishing interdisciplinary work and bringing research fields together, encompassing experimental, theoretical and computational work.
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