Clinical experience on patient‐specific quality assurance for CBCT‐based online adaptive treatment plan

平面图(考古学) 质量保证 计算机科学 医学物理学 放射治疗计划 医学 放射治疗 放射科 历史 病理 考古 外部质量评估
作者
Chenyang Shen,Liyuan Chen,Xinran Zhong,Yesenia Gonzalez,Justin Visak,Boyu Meng,Enobong Inam,David Parsons,A Godley,Steve Jiang,Bin Cai,Mu‐Han Lin
出处
期刊:Journal of Applied Clinical Medical Physics [Wiley]
卷期号:24 (4) 被引量:11
标识
DOI:10.1002/acm2.13918
摘要

Ethos CBCT-based adaptive radiotherapy (ART) system can generate an online adaptive plan by re-optimizing the initial reference plan based on the patient anatomy at the treatment. The optimization process is fully automated without any room for human intervention. Due to the change in anatomy, the ART plan can be significantly different from the initial plan in terms of plan parameters such as the aperture shapes and number of monitor units (MUs). In this study, we investigated the feasibility of using calculation-based patient specific QA for ART plans in conjunction with measurement-based and calculation-based QA for initial plans to establish an action level for the online ART patient-specific QA.A cohort of 98 cases treated on CBCT-based ART system were collected for this study. We performed measurement-based QA using ArcCheck and calculation-based QA using Mobius for both the initial plan and the ART plan for analysis. For online the ART plan, Mobius calculation was conducted prior to the delivery, while ArcCheck measurement was delivered on the same day after the treatment. We first investigated the modulation factors (MFs) and MU numbers of the initial plans and ART plans, respectively. The γ passing rates of initial and ART plan QA were analyzed. Then action limits were derived for QA calculation and measurement for both initial and online ART plans, respectively, from 30 randomly selected patient cases, and were evaluated using the other 68 patient cases.The difference in MF between initial plan and ART-plan was 12.9% ± 12.7% which demonstrates their significant difference in plan parameters. Based on the patient QA results, pre-treatment calculation and measurement results are generally well aligned with ArcCheck measurement results for online ART plans, illustrating their feasibility as an indicator of failure in online ART QA measurements. Furthermore, using 30 randomly selected patient cases, the γ analysis action limit derived for initial plans and ART plans are 89.6% and 90.4% in ArcCheck QA (2%/2 mm) and are 92.4% and 93.6% in Mobius QA(3%/2 mm), respectively. According to the calculated action limits, the ArcCheck measurements for all the initial and ART plans passed QA successfully while the Mobius calculation action limits flagged seven and four failure cases respectively for initial plans and ART plans, respectively.An ART plan can be substantially different from the initial plan, and therefore a separate session of ART plan QA is needed to ensure treatment safety and quality. The pre-treatment QA calculation via Mobius can serve as a reliable indicator of failure in online ART plan QA. However, given that Ethos ART system is still relatively new, ArcCheck measurement of initial plan is still in practice. It may be skipped as we gain more experience and have better understanding of the system.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
BBQye完成签到,获得积分10
刚刚
刚刚
小李同学发布了新的文献求助10
刚刚
1秒前
1秒前
1秒前
科研通AI6.2应助hhhh采纳,获得10
2秒前
浮生发布了新的文献求助10
2秒前
刘旭发布了新的文献求助10
2秒前
2秒前
Lin17发布了新的文献求助10
2秒前
3秒前
4秒前
科研通AI6.2应助维生素采纳,获得10
4秒前
wmbgmt完成签到,获得积分10
4秒前
eric发布了新的文献求助10
5秒前
情怀应助当家花旦采纳,获得10
5秒前
英姑应助Sen277采纳,获得10
6秒前
轻松不二发布了新的文献求助10
6秒前
Xuang发布了新的文献求助10
6秒前
6秒前
SciGPT应助wu采纳,获得10
6秒前
lgl发布了新的文献求助10
8秒前
呐呐呐发布了新的文献求助10
8秒前
bkagyin应助西松屋地铁采纳,获得10
9秒前
无数完成签到 ,获得积分10
10秒前
10秒前
南曦完成签到,获得积分10
10秒前
我是老大应助要减肥翠梅采纳,获得10
11秒前
Jasper应助星星采纳,获得10
11秒前
我是老大应助rainbow采纳,获得10
11秒前
11秒前
3D1完成签到 ,获得积分10
11秒前
11秒前
SciGPT应助伶俐的若剑采纳,获得10
12秒前
12秒前
Akim应助jerkran采纳,获得10
12秒前
QED完成签到,获得积分10
13秒前
Anthony_潇完成签到,获得积分10
13秒前
高分求助中
Ideology and Meaning-Making under the Putin Regime 750
Introduction to Industrial/Organizational Psychology 600
Prompt Engineering for Clinicians: Harnessing AI in Everyday Medical Practice 600
Handbook of Luminescence Dating 500
Safety Pharmacology 500
《KNN基无铅压电陶瓷电学性能优化与物理机理研究》 500
Isomerism In Coordination Compounds 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6937881
求助须知:如何正确求助?哪些是违规求助? 8624269
关于积分的说明 18293163
捐赠科研通 6367361
什么是DOI,文献DOI怎么找? 3076451
关于科研通互助平台的介绍 2114900
邀请新用户注册赠送积分活动 2053699