Statistical process control tools for setup reproducibility in quality control practices during nasopharyngeal carcinoma radiotherapy

IF 0.4 4区 医学 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING International Journal of Radiation Research Pub Date : 2022-04-01 DOI:10.52547/ijrr.20.2.7
S. Xu, Z. Li, J. Hu, J. Zhang
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Abstract

Background : This study aims to perform quality control (QC) practices for setup reproducibility during radiotherapy for nasopharyngeal carcinoma (NPC) using statistical process control (SPC) tools. Materials and Methods : A total of 480 fractional images from 48 NPC patients with the first 10 fractions of the treatment were collected. In QC practices, setup errors were described using the histogram and normal curve, cumulative frequencies of absolute setup errors and 3D Euclidean Distance (E u ) were analyzed; the X ̅ - S chart and process capability index (Cpk) with the variable E u were utilized to identify whether the outlier occurred and to evaluate the QC process. Results : The translational setup error distributions were almost normal in Lateral, Longitudinal and Vertical directions and were narrower in Lateral and Vertical directions. Vertical translational errors and E u with a larger magnitude sag appeared the most frequently. Between the couch sag and no sag, the E u mean of 7 to 7 NPC patients with the same 3 patients was out of control and the standard deviation of E u of nil to 2 patients was outlier based on the X ̅ - S chart, and the Cpk was 1.05 and 1.36 respectively, when the specification limit of translational errors was ±3 mm. Conclusion : Daily imaging is necessary to increase setup reproducibility for NPC patients and more measures should be taken to facilitate quality assurance procedures. SPC is better applied to QC practices depending on the reliable data and the acceptable tolerance levels in
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鼻咽癌放射治疗质量控制实践中建立可重复性的统计过程控制工具
背景:本研究旨在利用统计过程控制(SPC)工具对鼻咽癌(NPC)放疗过程中设置的可重复性进行质量控制(QC)实践。材料与方法:收集48例鼻咽癌患者前10次治疗的480张分数图像。在质量控制实践中,用直方图和正态曲线描述设置误差,分析绝对设置误差的累积频率和三维欧氏距离(E u);利用X′S图和过程能力指数(Cpk)(变量E u)来识别异常值是否发生,并对QC过程进行评价。结果:横向、纵向和纵向的平移设置误差分布基本符合正态分布,横向和纵向的平移设置误差分布较窄。垂直平移误差和较大幅度凹陷的E - u出现频率最高。在沙发凹陷与无凹陷之间,同样3例患者的7 ~ 7例鼻咽癌患者的E均值失控,根据X′S图,0 ~ 2例患者的E均值标准差为异常值,当平移误差规范限为±3 mm时,Cpk分别为1.05和1.36。结论:日常影像学检查对提高鼻咽癌患者设置的可重复性是必要的,应采取更多的措施来促进质量保证程序。根据可靠的数据和可接受的公差水平,SPC更好地应用于QC实践
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来源期刊
International Journal of Radiation Research
International Journal of Radiation Research RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
1.10
自引率
33.30%
发文量
42
期刊介绍: International Journal of Radiation Research (IJRR) publishes original scientific research and clinical investigations related to radiation oncology, radiation biology, and Medical and health physics. The clinical studies submitted for publication include experimental studies of combined modality treatment, especially chemoradiotherapy approaches, and relevant innovations in hyperthermia, brachytherapy, high LET irradiation, nuclear medicine, dosimetry, tumor imaging, radiation treatment planning, radiosensitizers, and radioprotectors. All manuscripts must pass stringent peer-review and only papers that are rated of high scientific quality are accepted.
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