Intelligent optimization engine

  • 文章类型: Journal Article
    UNASSIGNED:Ethos系统通过实施用于强度调制放射治疗(IMRT)和体积调制电弧放射治疗(VMAT)计划创建的自动化治疗计划系统(aTPS),实现了在线自适应放射治疗(oART)。本研究的目的是评估骨盆地区aTPS计划的质量。
    未经授权:60例肛门患者(n=20),用aTPS回顾性重新计划直肠癌(n=20)或前列腺癌(n=20).三个IMRT(7-,9场和12场)和每个患者创建两个VMAT(2和3弧)自动生成的计划(AP)。已注册自动计划生成的持续时间。根据目标覆盖率和对危险器官(OAR)的剂量选择每位患者的最佳IMRT-AP和VMAT-AP。使用几种临床相关剂量度量来分析AP质量并与相应的临床接受和手动生成的VMAT计划(MP)进行比较。对所有计划进行基于计算的预处理计划质量保证(QA)。
    UNASSIGNED:生成具有aTPS的五个AP的平均总持续时间为55分钟,肛门39分钟和35分钟,前列腺和直肠计划,分别。IMRT-AP和VMAT-MP的目标覆盖率和OAR节省是等效的,而VMAT-Aps.对某些OAR表现出较低的目标剂量均匀性和较高的剂量。与VMAT-MP相比,IMRT-AP的一致性和均匀性指数均相等(直肠)或更好(肛门和前列腺)。所有计划均通过了患者特定的QA耐受限值。
    UASSIGNED:aTPS在短时间内生成与MP相当的计划,这与oART治疗高度相关。
    UNASSIGNED: The Ethos system has enabled online adaptive radiotherapy (oART) by implementing an automated treatment planning system (aTPS) for both intensity-modulated radiotherapy (IMRT) and volumetric modulated arc radiotherapy (VMAT) plan creation. The purpose of this study is to evaluate the quality of aTPS plans in the pelvic region.
    UNASSIGNED: Sixty patients with anal (n = 20), rectal (n = 20) or prostate (n = 20) cancer were retrospectively re-planned with the aTPS. Three IMRT (7-, 9- and 12-field) and two VMAT (2 and 3 arc) automatically generated plans (APs) were created per patient. The duration of the automated plan generation was registered. The best IMRT-AP and VMAT-AP for each patient were selected based on target coverage and dose to organs at risk (OARs). The AP quality was analyzed and compared to corresponding clinically accepted and manually generated VMAT plans (MPs) using several clinically relevant dose metrics. Calculation-based pre-treatment plan quality assurance (QA) was performed for all plans.
    UNASSIGNED: The median total duration to generate the five APs with the aTPS was 55 min, 39 min and 35 min for anal, prostate and rectal plans, respectively. The target coverage and the OAR sparing were equivalent for IMRT-APs and VMAT-MPs, while VMAT-Aps.demonstrated lower target dose homogeneity and higher dose to some OARs. Both conformity and homogeneity index were equivalent (rectal) or better (anal and prostate) for IMRT-APs compared to VMAT-MPs. All plans passed the patient-specific QA tolerance limit.
    UNASSIGNED: The aTPS generates plans comparable to MPs within a short time-frame which is highly relevant for oART treatments.
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  • 文章类型: Journal Article
    瓦里安精神,一个新的治疗平台,能够自动生成初始计划和在线治疗计划,适应性规划,使用智能优化引擎(IOE)。这项研究的主要目的是评估VarianEthosIOE用于自动计划的功效,并在Ethos治疗计划系统(TPS)中比较不同的治疗方式。本研究共选择36例回顾性前列腺和近端精囊病例。处方剂量为50.4Gy,分为28个部位到近端精囊,同时对前列腺进行70Gy的综合增强。基于RT的意图,在EthosTPS中自动生成了三个治疗计划,并将其导出到EclipseTPS,以与Eclipse治疗计划进行比较。当针对相同的计划目标体积(PTV)覆盖范围进行归一化时,精神计划Dmax%为108.1±1.2%,108.4±1.6%,和109.6±2.0%,对于9场IMRT,12场IMRT,和2个完整弧的VMAT计划,分别。这与Eclipse计划Dmax%值比较好,为108.8±1.4%。还使用放射治疗肿瘤学组报告0415作为指导对Ethos计划的OAR指数进行了评估,发现它们与Eclipse计划具有可比性。虽然所有Ethos计划都是可比的,我们发现,总的来说,Ethos12场IMRT计划满足了大部分治疗剂量目标.此外,与IMRT计划相比,EthosIOE始终生成剂量学上更热的VMAT计划。平均而言,EthosTPS花了13分钟生成2-fullarcVMAT计划,与12场IMRT计划的5分钟相比。VarianEthosTPS可以在有效的时间范围内生成多个治疗计划,并且与手动生成的治疗计划相比,计划的质量可以被认为是临床上可接受的。
    Varian Ethos, a new treatment platform, is capable of automatically generating treatment plans for initial planning and for online, adaptive planning, using an intelligent optimization engine (IOE). The primary purpose of this study is to assess the efficacy of Varian Ethos IOE for auto-planning and intercompare different treatment modalities within the Ethos treatment planning system (TPS). A total of 36 retrospective prostate and proximal seminal vesicles cases were selected for this study. The prescription dose was 50.4 Gy in 28 fractions to the proximal seminal vesicles, with a simultaneous integrated boost of 70 Gy to the prostate gland. Based on RT intent, three treatment plans were auto-generated in the Ethos TPS and were exported to the Eclipse TPS for intercomparison with the Eclipse treatment plan. When normalized for the same planning target volume (PTV) coverage, Ethos plans Dmax% were 108.1 ± 1.2%, 108.4 ± 1.6%, and 109.6 ± 2.0%, for the 9-field IMRT, 12-field IMRT, and 2-full arc VMAT plans, respectively. This compared well with Eclipse plan Dmax% values, which was 108.8 ± 1.4%. OAR indices were also evaluated for Ethos plans using Radiation Therapy Oncology Group report 0415 as a guide and were found to be comparable to each other and the Eclipse plans. While all Ethos plans were comparable, we found that, in general, the Ethos 12-field IMRT plans met most of the dosimetric goals for treatment. Also, Ethos IOE consistently generated dosimetrically hotter VMAT plans versus IMRT plans. On average, Ethos TPS took 13 min to generate 2-full arc VMAT plans, compared to 5 min for 12-field IMRT plans. Varian Ethos TPS can generate multiple treatment plans in an efficient time frame and the quality of the plans could be deemed clinically acceptable when compared to manually generated treatment plans.
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