Xiaoli Jin, Ying Lu, Qinying Shi, Lin Hao, Xiaofen Xing
{"title":"Daily quality control data analysis and process evaluation of linear accelerator","authors":"Xiaoli Jin, Ying Lu, Qinying Shi, Lin Hao, Xiaofen Xing","doi":"10.3760/CMA.J.ISSN.1004-4221.2020.03.014","DOIUrl":null,"url":null,"abstract":"Objective \nTo analyze the quality control data of linear accelerator detected by Daily QA3 and to evaluate this quality control process using statistical process control. \n \n \nMethods \nAfter the calibrations of the accelerator and Daily QA3, Daily QA3 device was used to perform daily quality control by technicians and physicists and 100 groups and 30 groups of daily quality control data were collected. After the accelerator and Daily QA3 were re-calibrated, Daily QA3 device was utilized to perform daily quality control by technicians and 100 groups of the daily quality control data were repeatedly collected. The variations of normalized signal-to-noise ratio of quality control data collected after two calibrations were analyzed. The first 30 groups of daily quality control data measured by technicians and physicists were adopted to calculate the I-MR control chartsand compare the location of CL and the range of UCL and LCL. The process capability indices were calculated for three different quality control processes bytechnicians and physicists, respectively. \n \n \nResults \nFor twice calibrations, normalized signal-to-noise ratio of quality control data significantly changed before 6 weeks, became stable between 6 and 8 weeks, and the changes became smaller after 8 weeks. For dose output measured by physicists, the rang of UCL and LCL was more narrow. In terms of flatness and symmetry, the location of CL was closer to zero. Regarding dose output and flatness, the process capability indices of three different quality control process were all satisfied ≥1, whereas unsatisfied for transverse symmetry. \n \n \nConclusions \nThe first 30-40 data points should be adopted to delineate I-MR control chart of the linear accelerator in daily quality control process. The quality control process should be completed by a fixed and small group of personnel and an optimal tolerance level should be customized. \n \n \nKey words: \nLinear accelerator; Quality control; Statistical process control; Control chart; Process capability index","PeriodicalId":10288,"journal":{"name":"中华放射肿瘤学杂志","volume":"29 1","pages":"220-224"},"PeriodicalIF":0.0000,"publicationDate":"2020-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"中华放射肿瘤学杂志","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3760/CMA.J.ISSN.1004-4221.2020.03.014","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Objective
To analyze the quality control data of linear accelerator detected by Daily QA3 and to evaluate this quality control process using statistical process control.
Methods
After the calibrations of the accelerator and Daily QA3, Daily QA3 device was used to perform daily quality control by technicians and physicists and 100 groups and 30 groups of daily quality control data were collected. After the accelerator and Daily QA3 were re-calibrated, Daily QA3 device was utilized to perform daily quality control by technicians and 100 groups of the daily quality control data were repeatedly collected. The variations of normalized signal-to-noise ratio of quality control data collected after two calibrations were analyzed. The first 30 groups of daily quality control data measured by technicians and physicists were adopted to calculate the I-MR control chartsand compare the location of CL and the range of UCL and LCL. The process capability indices were calculated for three different quality control processes bytechnicians and physicists, respectively.
Results
For twice calibrations, normalized signal-to-noise ratio of quality control data significantly changed before 6 weeks, became stable between 6 and 8 weeks, and the changes became smaller after 8 weeks. For dose output measured by physicists, the rang of UCL and LCL was more narrow. In terms of flatness and symmetry, the location of CL was closer to zero. Regarding dose output and flatness, the process capability indices of three different quality control process were all satisfied ≥1, whereas unsatisfied for transverse symmetry.
Conclusions
The first 30-40 data points should be adopted to delineate I-MR control chart of the linear accelerator in daily quality control process. The quality control process should be completed by a fixed and small group of personnel and an optimal tolerance level should be customized.
Key words:
Linear accelerator; Quality control; Statistical process control; Control chart; Process capability index
期刊介绍:
The Chinese Journal of Radiation Oncology is a national academic journal sponsored by the Chinese Medical Association. It was founded in 1992 and the title was written by Chen Minzhang, the former Minister of Health. Its predecessor was the Chinese Journal of Radiation Oncology, which was founded in 1987. The journal is an authoritative journal in the field of radiation oncology in my country. It focuses on clinical tumor radiotherapy, tumor radiation physics, tumor radiation biology, and thermal therapy. Its main readers are middle and senior clinical doctors and scientific researchers. It is now a monthly journal with a large 16-page format and 80 pages of text. For many years, it has adhered to the principle of combining theory with practice and combining improvement with popularization. It now has columns such as monographs, head and neck tumors (monographs), chest tumors (monographs), abdominal tumors (monographs), physics, technology, biology (monographs), reviews, and investigations and research.