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首页> 外文期刊>IEEE Transactions on Radiation and Plasma Medical Sciences >A Feasibility Study to Reduce Misclassification Error in Occupational Dose Estimates for Epidemiological Studies Using Body Size-Dependent Computational Phantoms
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A Feasibility Study to Reduce Misclassification Error in Occupational Dose Estimates for Epidemiological Studies Using Body Size-Dependent Computational Phantoms

机译:减少职业剂量估计中使用身体大小相关的计算幻象的流行病学研究中误判错误的可行性研究

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In the epidemiological study on the health effects of participants in the United States Radiologic Technologists study, organ dosimetry was performed based on surveys and literature reviews. To convert dosimeter readings to organ doses, organ dose coefficients were adopted. However, the existing dose coefficients were derived from computational human phantoms with International Commission on Radiological Protection (ICRP) reference height and weight not accounting for the variation in body size. We first calculated preliminary body size-dependent organ dose coefficients using selected body size-dependent phantoms combined with Monte Carlo radiation transport method. We then tested the accuracy of these body-size dependent coefficients against the ICRP 74 reference size coefficients in comparison with five individual-specific organ dose coefficients computed from computed tomography (CT) image-based anatomical models of five adult males with different body sizes also using Monte Carlo methods. The reference size dose coefficients overall underestimate the patient-specific dose coefficients by up to 51%. Body size-dependent phantoms overall provided more accurate organ dose coefficients for the five patients. In case of the esophagus, the dose underestimation of 51% in the comparison with the reference phantom was reduced to 7%. The results confirm that potential dosimetric misclassification caused by using reference size phantom-based dose coefficients can be resolved by using the body size-dependent dose coefficients.
机译:在美国放射技术专家研究中有关参与者健康影响的流行病学研究中,器官剂量测定是根据调查和文献综述进行的。为了将剂量计读数转换为器官剂量,采用了器官剂量系数。但是,现有的剂量系数是根据国际放射防护委员会(ICRP)参考身高和体重计算出的人体模型得出的,并未考虑人体大小的变化。我们首先使用选定的依赖于体型的体模结合蒙特卡罗辐射传输方法来计算初步的依赖体型的器官剂量系数。然后,我们根据5个成年男性(具有不同体型)的基于计算机断层扫描(CT)图像的解剖模型计算出的五个个体特异性器官剂量系数,比较了这些依赖于身体尺寸的系数相对于ICRP 74参考大小系数的准确性。使用蒙特卡洛方法。参考尺寸剂量系数总体上低估了特定于患者的剂量系数,最高降低了51%。总体上,依赖于身体尺寸的体模为五位患者提供了更准确的器官剂量系数。在食道的情况下,与参考体模相比,剂量低估了51%,降低到了7%。结果证实,通过使用依赖于体型的剂量系数,可以解决由于使用参考尺寸基于幻象的剂量系数而引起的潜在剂量学错误分类。

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