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用于放射治疗计划中正常组织勾画的持续质量改进的系统。

A system for continual quality improvement of normal tissue delineation for radiation therapy treatment planning.

机构信息

Department of Radiation Oncology, Loyola University Medical Center, Maywood, Illinois, USA.

出版信息

Int J Radiat Oncol Biol Phys. 2012 Aug 1;83(5):e703-8. doi: 10.1016/j.ijrobp.2012.02.003. Epub 2012 May 12.

Abstract

PURPOSE

To implement the "plan-do-check-act" (PDCA) cycle for the continual quality improvement of normal tissue contours used for radiation therapy treatment planning.

METHODS AND MATERIALS

The CT scans of patients treated for tumors of the brain, head and neck, thorax, pancreas and prostate were selected for this study. For each scan, a radiation oncologist and a diagnostic radiologist, outlined the normal tissues ("gold" contours) using Radiation Therapy Oncology Group (RTOG) guidelines. A total of 30 organs were delineated. Independently, 5 board-certified dosimetrists and 1 trainee then outlined the same organs. Metrics used to compare the agreement between the dosimetrists' contours and the gold contours included the Dice Similarity Coefficient (DSC), and a penalty function using distance to agreement. Based on these scores, dosimetrists were re-trained on those organs in which they did not receive a passing score, and they were subsequently re-tested.

RESULTS

Passing scores were achieved on 19 of 30 organs evaluated. These scores were correlated to organ volume. For organ volumes <8 cc, the average DSC was 0.61 vs organ volumes ≥8 cc, for which the average DSC was 0.91 (P=.005). Normal tissues that had the lowest scores included the lenses, optic nerves, chiasm, cochlea, and esophagus. Of the 11 organs that were considered for re-testing, 10 showed improvement in the average score, and statistically significant improvement was noted in more than half of these organs after education and re-assessment.

CONCLUSIONS

The results of this study indicate the feasibility of applying the PDCA cycle to assess competence in the delineation of individual organs, and to identify areas for improvement. With testing, guidance, and re-evaluation, contouring consistency can be obtained across multiple dosimetrists. Our expectation is that continual quality improvement using the PDCA approach will ensure more accurate treatments and dose assessment in radiotherapy treatment planning and delivery.

摘要

目的

实施“计划-执行-检查-行动”(PDCA)循环,持续改进用于放射治疗计划的正常组织轮廓的质量。

方法与材料

本研究选择了接受脑、头颈部、胸部、胰腺和前列腺肿瘤治疗的患者的 CT 扫描。对于每一次扫描,一名放射肿瘤学家和一名放射诊断医生都使用放射治疗肿瘤学组(RTOG)指南勾勒出正常组织(“金”轮廓)。共勾勒出 30 个器官。独立地,5 名具有委员会认证的剂量师和 1 名学员随后勾勒出相同的器官。用于比较剂量师轮廓与金轮廓之间一致性的指标包括骰子相似系数(DSC)和使用距离一致性的惩罚函数。根据这些分数,在那些没有获得及格分数的器官上对剂量师进行重新培训,然后重新进行测试。

结果

在评估的 30 个器官中,有 19 个获得了及格分数。这些分数与器官体积相关。对于体积<8 cc 的器官,平均 DSC 为 0.61,而体积≥8 cc 的器官,平均 DSC 为 0.91(P=.005)。得分最低的正常组织包括晶状体、视神经、视交叉、耳蜗和食管。在考虑重新测试的 11 个器官中,10 个器官的平均分数有所提高,其中一半以上的器官在接受教育和重新评估后,分数有显著提高。

结论

这项研究的结果表明,应用 PDCA 循环评估勾画个体器官的能力并确定需要改进的领域是可行的。通过测试、指导和重新评估,可以在多个剂量师之间获得一致的轮廓。我们期望使用 PDCA 方法持续改进质量,以确保在放射治疗计划和治疗中更准确地进行治疗和剂量评估。

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