Semi-automatic design concept of 3D-printed individualized template for interstitial brachytherapy of vaginal tumors

Q3 Medicine
Shuhei Sekii , Kento Morita , Ryuichi Yada , Kayoko Tsujino
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引用次数: 0

Abstract

We aimed to introduce a novel semi-automatic design approach for fabricating individualized, three-dimensional printed template dedicated to interstitial brachytherapy in vaginal tumor treatment. The central component of this concept involved the development of a cylindrical template with strategically placed tunnels to optimize applicator placement. These tunnels originated from the template's base, meticulously designed to prevent any potential overlap or interference. For precise tumor localization, we employed a method wherein the tumor's mask image was projected onto a spherical surface. Subsequently, we employed the k-means algorithm to segment the terminal points, with each cluster's center serving as the terminal point. To ensure the optimal starting point for the tunnels, we utilized the conjugate gradient method, considering the following factors: inter-starting point distance, angles between tunnels, inter-tunnel distance, and the starting point's position relative to the base of the template (inside or outside). We established a semi-automatic design paradigm for fabricating three-dimensional printed template tailored for vaginal brachytherapy. While our initial findings are promising, further comprehensive investigations are imperative to validate the clinical efficacy of this innovative concept.

用于阴道肿瘤间质近距离治疗的 3D 打印个性化模板的半自动设计理念
我们旨在引入一种新颖的半自动化设计方法,用于制造阴道肿瘤间质近距离放射治疗专用的个性化三维打印模板。这一概念的核心部分是开发一个圆柱形模板,并在模板上战略性地设置隧道,以优化涂抹器的放置。这些通道源自模板的底部,经过精心设计,可防止任何潜在的重叠或干扰。为了精确定位肿瘤,我们采用了一种方法,将肿瘤的掩膜图像投射到一个球形表面上。随后,我们采用 k-means 算法分割终端点,以每个聚类的中心点作为终端点。为了确保隧道的最佳起点,我们采用了共轭梯度法,并考虑了以下因素:起点间距离、隧道间角度、隧道间距离以及起点相对于模板底座的位置(内侧或外侧)。我们建立了一种半自动设计范例,用于制造为阴道近距离治疗量身定制的三维打印模板。虽然我们的初步研究结果很有希望,但要验证这一创新概念的临床疗效,进一步的综合研究势在必行。
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
Annals of 3D printed medicine
Annals of 3D printed medicine Medicine and Dentistry (General), Materials Science (General)
CiteScore
4.70
自引率
0.00%
发文量
0
审稿时长
131 days
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