HR-pQCT桡骨远端和胫骨的吸收剂量和有效剂量估计:虚拟剂量学与gpu加速蒙特卡罗代码。

IF 3.3 3区 医学 Q2 ENGINEERING, BIOMEDICAL
Laura Antonia Cerbone, Giovanni Mettivier, Youfang Lai, Xun Jia, Steven K Boyd, Paolo Russo
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引用次数: 0

摘要

目的:利用基于图形处理单元(GPU)的蒙特卡罗(MC)代码,获得成人患者胫骨远端和桡骨高分辨率外围定量计算机断层扫描(HR-pQCT) (XtremeCT II)检查的吸收剂量图和有效剂量估计。方法:我们调整了基于gpu的gCTD代码来复制HR-pQCT配置。MC模拟是对一名25岁女性志愿者的脚踝和手腕的双侧扫描获得的胫骨和桡骨的数字幻象进行的。在斐济使用一种特设算法对扫描进行分割。模拟运行在NVIDIA GeForce RTX 3090 GPU板上。通过计算机断层扫描剂量指数测量验证了MC剂量估计。主要结果:获得了吸收剂量在皮肤、骨骼、骨髓、脂肪和肌肉组织中的分布。HR-pQCT检查的有效剂量对左右胫骨分别为2.05µSv和2.13µSv,对左右桡骨分别为1.48µSv和1.49µSv, a型统计不确定性为0.06% (k = 3),光子历史为4.66 × 1011。相应的有效剂量转换系数(k因子)分别为0.185µSv·mGy-1·cm-1(胫骨)和0.133µSv·mGy-1·cm-1(半径)。意义:我们首次报道了使用XtremeCT II扫描仪对胫骨远端和桡骨进行标准HR-pQCT临床扫描的有效剂量的独立估计。有效剂量估计值(考虑总相对不确定度< 40%)低于制造商指出的和这些扫描通常报告的剂量估计值。gCTD MC代码具有4.66 × 109个光子历史,可以在不到12 s (GPU时间)的时间内从分割的HR-pQCT图像生成3D剂量图,具有0.9% (k = 3)的统计不确定性,使实时个性化剂量估计成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Absorbed and effective dose estimates in HR-pQCT of the distal radius and tibia: virtual dosimetry with a GPU-accelerated Monte Carlo code.

Objective. To obtain maps of absorbed dose and an estimate of the effective dose to an adult patient for a high resolution peripheral quantitative computed tomography (HR-pQCT) (XtremeCT II) examination of the distal tibia and radius, using a graphical processing unit (GPU)-based Monte Carlo (MC) code.Approach. We adapted the validated code gCTD (GPU-based CT Dose calculator), to replicate the HR-pQCT configuration. MC simulations were performed on digital phantoms of the tibia and radius obtained from bilateral scans of the ankle and wrist of a 25 year-old female volunteer. Scans were segmented using an ad hoc algorithm in Fiji. Simulations run on an NVIDIA GeForce RTX 3090 GPU board. MC dose estimates were validated via computed tomography dose index measurements.Main Results.We obtained the absorbed dose distribution in the skin, bone, bone marrow, fat, and muscle tissues. The effective dose for the HR-pQCT examination were 2.05μSv and 2.13μSv for the right and left tibia, and 1.48μSv and 1.49μSv for the right and left radius, respectively, with a Type A statistical uncertainty of 0.06% (k= 3) with 4.66 × 1011photon histories. Corresponding effective dose conversion coefficients (k-factors) were 0.185μSv ∙ mGy-1· cm-1(tibia), and 0.133μSv mGy-1· cm-1(radius).Significance.We reported the first independent estimate of the effective dose for standard HR-pQCT clinical scans of the distal tibia and radius with the XtremeCT II scanner. Effective dose estimates (considering a total relative uncertainty of less than 40%) were lower than those indicated by the manufacturer and commonly reported for these scans. With 4.66 × 109photon histories, the gCTD MC code can produce 3D dose maps from segmented HR-pQCT images in less than 12 s (GPU time), with 0.9% (k= 3) statistical uncertainty, making real-time personalized dose estimate feasible.

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来源期刊
Physics in medicine and biology
Physics in medicine and biology 医学-工程:生物医学
CiteScore
6.50
自引率
14.30%
发文量
409
审稿时长
2 months
期刊介绍: The development and application of theoretical, computational and experimental physics to medicine, physiology and biology. Topics covered are: therapy physics (including ionizing and non-ionizing radiation); biomedical imaging (e.g. x-ray, magnetic resonance, ultrasound, optical and nuclear imaging); image-guided interventions; image reconstruction and analysis (including kinetic modelling); artificial intelligence in biomedical physics and analysis; nanoparticles in imaging and therapy; radiobiology; radiation protection and patient dose monitoring; radiation dosimetry
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