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利用管电流调制函数近似值时CT中估计器官剂量方法的比较

A comparison of methods to estimate organ doses in CT when utilizing approximations to the tube current modulation function.

作者信息

Khatonabadi Maryam, Zhang Di, Mathieu Kelsey, Kim Hyun J, Lu Peiyun, Cody Dianna, Demarco John J, Cagnon Chris H, McNitt-Gray Michael F

机构信息

David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California 90024, USA.

出版信息

Med Phys. 2012 Aug;39(8):5212-28. doi: 10.1118/1.4736807.

Abstract

PURPOSE

Most methods to estimate patient dose from computed tomography (CT) exams have been developed based on fixed tube current scans. However, in current clinical practice, many CT exams are performed using tube current modulation (TCM). Detailed information about the TCM function is difficult to obtain and therefore not easily integrated into patient dose estimate methods. The purpose of this study was to investigate the accuracy of organ dose estimates obtained using methods that approximate the TCM function using more readily available data compared to estimates obtained using the detailed description of the TCM function.

METHODS

Twenty adult female models generated from actual patient thoracic CT exams and 20 pediatric female models generated from whole body PET∕CT exams were obtained with IRB (Institutional Review Board) approval. Detailed TCM function for each patient was obtained from projection data. Monte Carlo based models of each scanner and patient model were developed that incorporated the detailed TCM function for each patient model. Lungs and glandular breast tissue were identified in each patient model so that organ doses could be estimated from simulations. Three sets of simulations were performed: one using the original detailed TCM function (x, y, and z modulations), one using an approximation to the TCM function (only the z-axis or longitudinal modulation extracted from the image data), and the third was a fixed tube current simulation using a single tube current value which was equal to the average tube current over the entire exam. Differences from the reference (detailed TCM) method were calculated based on organ dose estimates. Pearson's correlation coefficients were calculated between methods after testing for normality. Equivalence test was performed to compare the equivalence limit between each method (longitudinal approximated TCM and fixed tube current method) and the detailed TCM method. Minimum equivalence limit was reported for each organ.

RESULTS

Doses estimated using the longitudinal approximated TCM resulted in small differences from doses obtained using the detailed TCM function. The calculated root-mean-square errors (RMSE) for adult female chest simulations were 9% and 3% for breasts and lungs, respectively; for pediatric female chest and whole body simulations RMSE were 9% and 7% for breasts and 3% and 1% for lungs, respectively. Pearson's correlation coefficients were consistently high for the longitudinal approximated TCM method, ranging from 0.947 to 0.999, compared to the fixed tube current value ranging from 0.8099 to 0.9916. In addition, an equivalence test illustrated that across all models the longitudinal approximated TCM is equivalent to the detailed TCM function within up to 3% for lungs and breasts.

CONCLUSIONS

While the best estimate of organ dose requires the detailed description of the TCM function for each patient, extracting these values can be difficult. The presented results show that an approximation using available data extracted from the DICOM header provides organ dose estimates with RMSE of less than 10%. On the other hand, the use of the overall average tube current as a single tube current value was shown to result in poor and inconsistent estimates of organ doses.

摘要

目的

大多数用于估算计算机断层扫描(CT)检查中患者剂量的方法都是基于固定管电流扫描开发的。然而,在当前的临床实践中,许多CT检查是使用管电流调制(TCM)进行的。关于TCM功能的详细信息很难获得,因此不容易整合到患者剂量估算方法中。本研究的目的是调查与使用TCM功能详细描述所获得的估算值相比,使用更易于获取的数据来近似TCM功能的方法所获得的器官剂量估算的准确性。

方法

经机构审查委员会(IRB)批准,获取了20个由实际患者胸部CT检查生成的成年女性模型和20个由全身PET/CT检查生成的儿科女性模型。从投影数据中获取每个患者的详细TCM功能。开发了基于蒙特卡洛的每个扫描仪和患者模型,其中纳入了每个患者模型的详细TCM功能。在每个患者模型中识别出肺和乳腺组织,以便从模拟中估算器官剂量。进行了三组模拟:一组使用原始详细的TCM功能(x、y和z调制),一组使用TCM功能的近似值(仅从图像数据中提取z轴或纵向调制),第三组是使用等于整个检查期间平均管电流的单管电流值进行的固定管电流模拟。根据器官剂量估算值计算与参考(详细TCM)方法的差异。在进行正态性检验后,计算各方法之间的皮尔逊相关系数。进行等效性检验以比较各方法(纵向近似TCM和固定管电流方法)与详细TCM方法之间的等效性极限。报告每个器官的最小等效性极限。

结果

使用纵向近似TCM估算的剂量与使用详细TCM功能获得的数据差异较小。成年女性胸部模拟计算出的乳房和肺部的均方根误差(RMSE)分别为9%和3%;儿科女性胸部和全身模拟中,乳房的RMSE分别为9%和7%,肺部的RMSE分别为3%和1%。纵向近似TCM方法计算出的皮尔逊相关系数始终很高,范围从第0.947到0.999,而固定管电流值的范围为0.8099到0.9916。此外,等效性检验表明,在所有模型中,纵向近似TCM与详细TCM功能在肺部和乳房方面的等效性高达3%以内。

结论

虽然对器官剂量的最佳估算需要每个患者的TCM功能的详细描述,但提取这些值可能很困难。所呈现的结果表明,使用从DICOM头文件中提取的可用数据进行近似估算,其器官剂量估算的RMSE小于10%。另一方面,使用总体平均管电流作为单管电流值会导致器官剂量估算不佳且不一致。

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