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瓦里安安科锐在线自适应放射治疗前列腺癌:勾画准确性、治疗计划质量和治疗时间的早期结果。

Varian ethos online adaptive radiotherapy for prostate cancer: Early results of contouring accuracy, treatment plan quality, and treatment time.

机构信息

Icon Cancer Centre Wahroonga, Sydney Adventist Hospital, Wahroonga, New South Wales, Australia.

School of Information and Physical Sciences, University of Newcastle, Newcastle, New South Wales, Australia.

出版信息

J Appl Clin Med Phys. 2022 Jan;23(1):e13479. doi: 10.1002/acm2.13479. Epub 2021 Nov 29.

Abstract

The Varian Ethos system allows for online adaptive treatments through the utilization of artificial intelligence (AI) and deformable image registration which automates large parts of the anatomical contouring and plan optimization process. In this study, treatments of intact prostate and prostate bed, with and without nodes, were simulated for 182 online adaptive fractions, and then a further 184 clinical fractions were delivered on the Ethos system. Frequency and magnitude of contour edits were recorded, as well as a range of plan quality metrics. From the fractions analyzed, 11% of AI generated contours, known as influencer contours, required no change, and 81% required minor edits in any given fraction. The frequency of target and noninfluencer organs at risk (OAR) contour editing varied substantially between different targets and noninfluencer OARs, although across all targets 72% of cases required no edits. The adaptive plan was the preference in 95% of fractions. The adaptive plan met more goals than the scheduled plan in 78% of fractions, while in 15% of fractions the number of goals met was the same. The online adaptive recontouring and replanning process was carried out in 19 min on average. Significant improvements in dosimetry are possible with the Ethos online adaptive system in prostate radiotherapy.

摘要

瓦里安 Ethos 系统通过利用人工智能(AI)和形变图像配准来实现在线自适应治疗,从而使大部分解剖轮廓勾画和计划优化过程实现自动化。在这项研究中,针对 182 个在线自适应部分以及 184 个临床部分,对完整前列腺和前列腺床(带或不带淋巴结)的治疗进行了模拟。然后,在 Ethos 系统上进行了进一步的治疗。记录了轮廓编辑的频率和幅度,以及一系列计划质量指标。在分析的部分中,11%的 AI 生成轮廓(称为影响者轮廓)无需更改,81%的轮廓在任何给定部分中需要进行轻微编辑。目标和非影响者危及器官(OAR)轮廓编辑的频率在不同的目标和非影响者 OAR 之间存在很大差异,尽管在所有目标中,72%的情况无需编辑。自适应计划在 95%的部分中是首选。自适应计划在 78%的部分中比计划方案达成更多目标,而在 15%的部分中,达成的目标数量相同。在线自适应重新勾画和重新计划过程的平均时间为 19 分钟。在前列腺放射治疗中,Ethos 在线自适应系统可实现显著的剂量学改善。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b63/8803282/9b1bd62f59a8/ACM2-23-e13479-g002.jpg

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