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Dosimetric comparison of M6 CyberKnife plans optimized with Precision and RayStation 12A treatment planning systems. 使用Precision和RayStation 12A治疗计划系统优化的M6射波刀方案的剂量学比较。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-19 DOI: 10.1002/acm2.14585
Maude Gondré, Véronique Vallet, Jean Bourhis, François Bochud, Raphael Moeckli

Purpose: Treatment planning for CyberKnife (CK) (Accuray, USA) can be performed with Precision (Accuray, USA) or RayStation (RS) (RaySearch Laboratories, Sweden) treatment planning systems (TPS). RaySearch recently released a new version of the CK module in RS 12A. The objective of the study was to compare plan quality between RS 12A and Precision.

Methods: Fifty nine plans were optimized with both TPS and compared; 39 were for brain metastases and 20 were for vertebral metastases. To avoid bias in plan comparison, Precision plans were recomputed in RS with the dose algorithm and beam model of RS, and then compared to RS plans. The comparison was divided into 3 parts in order to reflect the potential of RS and the differences with Precision, in terms of technical aspects of delivery efficiency and dose distribution. We compared the dose to the target and to the organs at risk (OAR), the conformity index (CI), the gradient, as well as the number of monitor units (MU), and the number of beams and nodes. Finally, a global plan quality index (PQI) was calculated.

Results: RS plans showed an equivalent target coverage for brain metastases but worse for vertebrae. OAR sparing was improved in RS but with a lower CI compared to Precision. Using an appropriate planning methodology in RS, plans with comparable quality to Precision could be obtained, but at the cost of a longer optimization time. The PQI obtained with RS was better than Precision, except for some brain cases.

Conclusion: RS is an adequate alternative for CK planning as it is possible to obtain plan quality comparable to Precision. However, the optimization time is longer compared to Precision and more attention must be paid to the choice of the initial conditions in terms of the number of beams and nodes.

目的:射波刀(CK) (Accuray,美国)的治疗计划可与Precision (Accuray,美国)或RayStation (RS) (RaySearch Laboratories,瑞典)治疗计划系统(TPS)一起执行。RaySearch最近发布了rs12a中CK模块的新版本。本研究的目的是比较RS 12A和Precision之间的计划质量。方法:对59个方案进行TPS优化和比较;39例为脑转移,20例为椎体转移。为了避免方案比较中的偏差,采用RS的剂量算法和光束模型在RS中重新计算Precision方案,并与RS方案进行比较。为了反映RS的潜力以及与Precision在给药效率和剂量分布等技术方面的差异,将比较分为3个部分。我们比较了靶区和危险器官的剂量(OAR)、符合性指数(CI)、梯度、监测单元数(MU)、束数和节点数。最后,计算全局计划质量指数(PQI)。结果:RS计划显示脑转移的靶覆盖相同,但对椎骨的靶覆盖较差。与Precision相比,RS改善了桨瓣保留,但CI较低。在RS中使用适当的规划方法,可以获得与Precision质量相当的计划,但代价是更长的优化时间。除部分颅脑病例外,RS法获得的PQI优于Precision法。结论:RS可以获得与Precision相当的计划质量,是CK计划的适当选择。但是,与Precision相比,优化时间较长,并且在梁数和节点数方面必须更加注意初始条件的选择。
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引用次数: 0
Does deformation of immobilization devices impact treatment accuracy in thoracic cancer radiotherapy? 胸椎肿瘤放疗中固定装置的变形会影响治疗的准确性吗?
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-18 DOI: 10.1002/acm2.14619
Lianzi Zhao, Louzheng Zhang, Yiwen Hu, Yang Zhong

Background: Immobilization devices are essential for maintaining accurate and repeatable patient positioning in radiotherapy. This study aimed to evaluate the setup errors and dosimetric deviation induced by the deformation of immobilization devices in thoracic cancer radiotherapy using CT-linac.

Materials and methods: A retrospective analysis was conducted on 40 thoracic cancer patients who underwent radiotherapy, using vacuum cushion (VC) and thermoplastic mask (TM) for immobilization. A total of 206 weekly Fan-beam CT (FBCT) images (4-7 per patient) were analyzed to manually delineate immobilization devices and assess their geometric deformations against setup errors. Dosimetric deviations between the clinical plan (CT-plan) and the delivered plan (FBCT-plan) were compared for planning target volume (PTV) and organs at risk (OARs). Correlations between dose variations and setup errors were analyzed in lateral (LAT), longitudinal (LNG), and vertical (VRT) axes.

Results: The conformity of the VC (Nup) and TM (Ndown) with the patient in simulation CT exhibited moderate to strong correlations with VRT setup errors (Ndown: r = -0.484, p < 0.01;Nup: r = -0.697, p < 0.01). However, intra-fraction deformation of immobilization devices (in FBCT) showed no significant correlation with setup errors. In the dosimetric analysis of OARs, lung dose parameters (Dmean, V5, V20) and heart Dmean exhibited a consistent absolute difference with increasing setup errors. Dose variation decreased significantly when errors exceeded 5 mm, particularly in the VRT direction for most PTV indices, with the exception of CI and HI. Spinal cord Dmax variation correlated significantly with setup accuracy along the LNG axis, but not along other axes.

Conclusion: The conformity of immobilization devices in simulation CT exhibits a stronger correlation with setup accuracy than the deformation of these devices in intra-fraction FBCT. FBCT is recommended for improving treatment precision through dosimetric assessment and planning adjustments.

背景:在放射治疗中,固定装置对于保持病人准确和可重复的体位是必不可少的。本研究旨在评估CT-linac胸椎肿瘤放疗中固定装置变形引起的安装误差和剂量学偏差。材料与方法:回顾性分析40例胸部肿瘤放疗患者,采用真空垫(VC)和热塑性口罩(TM)进行固定。每周共分析206张扇形束CT (FBCT)图像(每位患者4-7张),以手动划定固定装置并评估其几何变形与安装误差。比较临床计划(CT-plan)和交付计划(FBCT-plan)在计划靶体积(PTV)和危险器官(OARs)方面的剂量学偏差。在横向(LAT)、纵向(LNG)和垂直(VRT)轴上分析剂量变化与设置误差之间的相关性。结果:模拟CT中VC (Nup)和TM (Ndown)与患者的吻合度与VRT设置误差呈中强相关性(Ndown: r = -0.484, p up: r = -0.697, p mean, V5, V20),心脏Dmean随设置误差的增加呈现一致的绝对差异。当误差超过5 mm时,剂量变化显著减小,除CI和HI外,大多数PTV指数在VRT方向上的变化尤为明显。脊髓Dmax变化与LNG轴上的设置精度显著相关,但与其他轴无关。结论:在模拟CT中,固定装置的一致性比在分数内FBCT中固定装置的变形与设置精度的相关性更强。推荐FBCT通过剂量学评估和计划调整来提高治疗精度。
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引用次数: 0
Commissioning of the Varian universal interstitial cylinder system for HDR brachytherapy of gynecological cancer 瓦里安通用间质筒系统用于妇科癌症HDR近距离放射治疗的调试。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-17 DOI: 10.1002/acm2.14605
Sheridan Meltsner, Oana Craciunescu, Julie Raffi, Casey Lee, Yang Sheng, Junzo Chino, Diandra Ayala-Peacock, Yongbok Kim
<div> <section> <h3> Purpose</h3> <p>This paper outlines the commissioning of the Varian (VMS, Varian Medical Systems, Palo Alto, CA) Universal Interstitial Cylinder (UIC) applicator set for Ir-192 HDR brachytherapy. The UIC was commissioned for use with CT and MRI and a custom phantom was designed to avoid the introduction of water-like materials into the needle guide tracks. Various marker strands were investigated to determine which allowed the most accurate reconstruction of source positions.</p> </section> <section> <h3> Methods</h3> <p>Planar kV and MV imaging, along with physical measurements and autoradiographs, were used to commission the physical dimensions of all components of the UIC applicator set. CT and MR imaging was used to further commission one configuration of the UIC with UCP and eight interstitial needles in a simulated clinical setup using a GYN phantom. Three different methods of channel identification were compared – no radio opaque markers, VMS numbered markers, or nylon coated stainless steel leader wires – to see which best aided in channel identification and image registration. An HDR MRI Lumen marker (C4 Imaging, LLC) was used to verify any applicator rotation on MR scans during image registration. Three types of GYN phantoms were investigated – wet towel, gelatin, and ground beef. Dimensions of all components were compared with vendor provided information, including the solid applicator models, which are based on the computer-aided design model files of the specific applicators.</p> </section> <section> <h3> Results</h3> <p>The dimensions of the applicators could be validated using physical measurements, kV and MV planar imaging, and CT scans. The ground beef based GYN phantom best eliminated the introduction of water into the needle guide tracks that was found when using a water or gel-based phantom. CT scans using no radio opaque markers did not allow the plastic needles to be visualized well enough to digitize source positions. CT scans with VMS markers showed significant artifact. CT scans with the nylon coated stainless steel wires provided the best visibility of the needle locations to aid in digitizing source positions. The use of an MR marker allowed the channel to be identified on the MR scan and confirm rotation for image registration.</p> </section> <section> <h3> Conclusions</h3> <p>The UIC set and applicator configuration was commissioned for CT and MR based treatment planning. The plastic components of the UIC applicator set pose challenges to the commissioning process but the use of radio opaque markers
目的:本文概述了用于Ir-192 HDR近距离治疗的Varian (VMS, Varian Medical Systems, Palo Alto, CA)通用间质筒(UIC)涂敷器组的调试。UIC被委托用于CT和MRI,并设计了一个定制的模体,以避免将水状材料引入针导轨道。研究了各种标记链,以确定哪一种可以最准确地重建源位置。方法:平面kV和MV成像,以及物理测量和自放射线照相,用于确定UIC涂抹器组所有组件的物理尺寸。CT和MR成像使用GYN假体在模拟临床设置中进一步使用一种带UCP和8根间质针的UIC配置。比较了三种不同的通道识别方法——无无线电不透明标记、VMS编号标记或尼龙涂层不锈钢引线——以了解哪种方法最有助于通道识别和图像配准。HDR MRI流明标记(C4 Imaging, LLC)用于验证图像配准期间MR扫描上的任何涂抹器旋转。研究了三种类型的GYN幻影-湿毛巾,明胶和碎牛肉。将所有部件的尺寸与供应商提供的信息进行比较,包括基于特定涂抹器的计算机辅助设计模型文件的实体涂抹器模型。结果:可以通过物理测量、kV和MV平面成像以及CT扫描来验证涂抹器的尺寸。基于碎牛肉的GYN假体最好地消除了在使用水或凝胶基假体时发现的针导向轨道中引入的水。CT扫描没有使用放射性不透明标记,不能很好地显示塑料针,从而无法将源位置数字化。CT扫描VMS标记显示明显伪影。使用尼龙涂层不锈钢线进行CT扫描,可以最好地看到针的位置,以帮助数字化源位置。磁共振标记的使用允许在磁共振扫描上识别通道,并确认图像配准的旋转。结论:UIC设置和涂抹器配置可用于基于CT和MR的治疗计划。UIC涂抹器的塑料组件给调试过程带来了挑战,但使用CT上的无线电不透明标记结合MR图像配准,可以适当地数字化针内的源位置以及针的末端位置。磨碎的牛肉幻影最小化了注入导针道的流体,最小化了导针道中任何意外的MR和CT信号。
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引用次数: 0
Engaging grade school learners with an interactive medical imaging activity 以互动医学影像活动吸引小学学习者。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-16 DOI: 10.1002/acm2.14606
Jessica M. Fagerstrom, Alyssa C. Alvarez, Ethan O. Cohen, Afua A. Yorke

This case report describes a 45-min active learning lesson plan that engages 4th–5th and 6th–8th grade school students in spatial reasoning through a review of medical imaging. The lesson plan reviews different planar orientations and cross-sections of computed tomography (CT) images of familiar objects. The lesson is designed to introduce students to the idea that scientists are key contributors to healthcare, including in medical imaging technologies that facilitate the visualization of internal structures of patients without invasive procedures. The lesson demonstrates the three standard anatomical planes, axial, sagittal and coronal, by guiding students through CT image datasets of various objects. Students then are led in an interactive “dissection” of fruit to compare internal structures with medical images. The lesson plan aligns with key aspects of Next Generation Science Standards and aims to spark interest in the field of medical physics among a young student population through an introduction to imaging technologies. Worksheets and imaging datasets are included as supplementary materials to facilitate interested physicists adapting this work for educational purposes in their own communities, with minimal repeated effort.

本案例报告描述了一个 45 分钟的主动学习课程计划,通过回顾医学影像,让 4-5 年级和 6-8 年级的学生参与空间推理。教案回顾了熟悉物体的不同平面方向和计算机断层扫描(CT)图像的横截面。本课旨在向学生介绍科学家是医疗保健领域的重要贡献者,包括在医学成像技术方面的贡献,这些技术有助于在不进行侵入性手术的情况下观察病人的内部结构。本课通过引导学生观看各种物体的 CT 图像数据集,展示了轴向、矢状和冠状三个标准解剖平面。然后,引导学生以互动的方式 "解剖 "水果,将内部结构与医学影像进行比较。该课程计划符合《下一代科学标准》的主要内容,旨在通过对成像技术的介绍,激发青少年学生对医学物理领域的兴趣。工作表和成像数据集作为补充材料,方便有兴趣的物理学家在自己的社区中为教育目的改编这一作品,并尽量减少重复工作。
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引用次数: 0
Radiomics based on dual-layer spectral detector CT for predicting EGFR mutation status in non-small cell lung cancer 基于双层光谱检测器CT的放射组学预测非小细胞肺癌EGFR突变状态。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-14 DOI: 10.1002/acm2.14616
Dan Jin, Xiaoqiong Ni, Yanhuan Tan, Hongkun Yin, Guohua Fan

Objective

To explore the value of dual-layer spectral computed tomography (DLCT)-based radiomics for predicting epidermal growth factor receptor (EGFR) mutation status in patients with non-small cell lung cancer (NSCLC).

Methods

DLCT images and clinical information from 115 patients with NSCLC were collected retrospectively and randomly assigned to a training group (n = 81) and a validation group (n = 34). A radiomics model was constructed based on the DLCT radiomic features by least absolute shrinkage and selection operator (LASSO) dimensionality reduction. A clinical model based on clinical and CT features was established. A nomogram was built combining the radiomic scores (Radscores) and clinical factors. Receiver operating characteristic (ROC) analysis and decision curve analysis (DCA) were used for the efficacy and clinical value of the models assessment.

Results

A total of six radiomic features and two clinical features were screened for modeling. The AUCs of the radiomic model, clinical model, and nomogram were 0.909, 0.797, and 0.922, respectively, in the training group and 0.874, 0.691, and 0.881, respectively, in the validation group. The AUCs of the nomogram and the radiomics model were significantly higher than that of the clinical model, but no significant difference was found between them. DCA revealed that nomogram had the greatest clinical benefit at most threshold intervals.

Conclusion

Nomogram integrating clinical factors and pretreatment DLCT radiomic features can help evaluate the EGFR mutation status of patients with NSCLC in a noninvasive way.

目的探讨基于双层光谱计算机断层扫描(DLCT)的放射组学在预测非小细胞肺癌(NSCLC)患者表皮生长因子受体(EGFR)突变状态方面的价值:回顾性收集115名NSCLC患者的DLCT图像和临床信息,并随机分配到训练组(81人)和验证组(34人)。通过最小绝对收缩和选择算子(LASSO)降维,基于DLCT放射组学特征构建放射组学模型。根据临床和 CT 特征建立了临床模型。结合放射学评分(Radscores)和临床因素建立了一个提名图。接收者操作特征(ROC)分析和决策曲线分析(DCA)用于评估模型的有效性和临床价值:结果:共筛选出六个放射学特征和两个临床特征用于建模。训练组的放射学模型、临床模型和提名图的AUC分别为0.909、0.797和0.922,验证组的AUC分别为0.874、0.691和0.881。提名图和放射组学模型的 AUC 明显高于临床模型,但两者之间没有发现显著差异。DCA显示,在大多数阈值区间,提名图的临床获益最大:综合临床因素和治疗前DLCT放射学特征的提名图有助于以非侵入性的方式评估NSCLC患者的表皮生长因子受体突变状态。
{"title":"Radiomics based on dual-layer spectral detector CT for predicting EGFR mutation status in non-small cell lung cancer","authors":"Dan Jin,&nbsp;Xiaoqiong Ni,&nbsp;Yanhuan Tan,&nbsp;Hongkun Yin,&nbsp;Guohua Fan","doi":"10.1002/acm2.14616","DOIUrl":"10.1002/acm2.14616","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Objective</h3>\u0000 \u0000 <p>To explore the value of dual-layer spectral computed tomography (DLCT)-based radiomics for predicting epidermal growth factor receptor (EGFR) mutation status in patients with non-small cell lung cancer (NSCLC).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>DLCT images and clinical information from 115 patients with NSCLC were collected retrospectively and randomly assigned to a training group (<i>n</i> = 81) and a validation group (<i>n</i> = 34). A radiomics model was constructed based on the DLCT radiomic features by least absolute shrinkage and selection operator (LASSO) dimensionality reduction. A clinical model based on clinical and CT features was established. A nomogram was built combining the radiomic scores (Radscores) and clinical factors. Receiver operating characteristic (ROC) analysis and decision curve analysis (DCA) were used for the efficacy and clinical value of the models assessment.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>A total of six radiomic features and two clinical features were screened for modeling. The AUCs of the radiomic model, clinical model, and nomogram were 0.909, 0.797, and 0.922, respectively, in the training group and 0.874, 0.691, and 0.881, respectively, in the validation group. The AUCs of the nomogram and the radiomics model were significantly higher than that of the clinical model, but no significant difference was found between them. DCA revealed that nomogram had the greatest clinical benefit at most threshold intervals.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>Nomogram integrating clinical factors and pretreatment DLCT radiomic features can help evaluate the EGFR mutation status of patients with NSCLC in a noninvasive way.</p>\u0000 </section>\u0000 </div>","PeriodicalId":14989,"journal":{"name":"Journal of Applied Clinical Medical Physics","volume":"26 2","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/acm2.14616","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142824217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Magnetic field quality conversion factors experimentally measured in clinical MR-linac beams for seven MR-compatible ionization chamber models. 在七个核磁共振兼容电离室模型的临床核磁共振直线光束中实验测量的磁场质量转换因子。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-14 DOI: 10.1002/acm2.14613
Nathan Orlando, Jennie Crosby, Carri Glide-Hurst, Wesley Culberson, Arman Sarfehnia

Purpose: The purpose of this work was to experimentally quantify MR-compatible ionization chamber response for 1.5T Elekta Unity and 0.35T ViewRay MRIdian MR-linac systems through the determination of the magnetic field quality conversion factor, kB,Q.

Methods: Seven MR-compatible ionization chamber models from Standard Imaging and PTW were evaluated. Both the quality conversion factor kQ and the magnetic field quality conversion factor kB,Q were experimentally determined through a cross-calibration method. Specifically, the ratio of absorbed dose measured with a reference A1SL chamber under reference conditions to corrected output measured with each test chamber at the same point of measurement allowed for the determination of kB,Q. The angular dependence of the magnetic field quality conversion factor for MR-compatible chamber models was assessed for the 1.5T Elekta Unity system by measuring kB,Q with the chamber axis and magnetic field direction aligned at cardinal angles (0°, 90°, 180°, 270°).

Results: Beam quality conversion (kQ) factors for MR-compatible ionization chambers measured in a standard linac beam showed an average percent difference of -0.09 ± 0.18% compared to computed kQ values for their conventional chamber versions. Similarly, magnetic field quality conversion (kB,Q) factors for corresponding MR and non-MR ionization chamber models measured using the same cross-calibration technique demonstrated average percent differences of -0.1 ± 0.3% and 0.0 ± 0.2% for the Elekta Unity and ViewRay MRIdian, respectively. Investigation of the angular dependence of this correction factor demonstrated identical chamber response for equivalent MR-compatible and conventional chamber models.

Conclusions: This work provides critical experimental validation of MR-compatible ionization chamber performance, with a direct comparison of measured kB,Q values to corresponding conventional chamber models demonstrating nearly equivalent chamber response. kB,Q values determined using our experimental method will serve as an important reference for upcoming MR-linac reference dosimetry protocols and ultimately represent an important step towards accurate output calibration of MR-linac systems.

目的:通过测定1.5T Elekta Unity和0.35T ViewRay mrridian MR-linac系统的磁场质量转换因子kB、Q,实验定量mr兼容电离室响应。方法:对标准成像和PTW的7种核磁共振兼容电离室模型进行评价。通过交叉标定法实验确定了质量转换因子kQ和磁场质量转换因子kB,Q。具体而言,参考条件下A1SL室测量的吸收剂量与各试验室在同一测量点测量的校正输出的比值可用于测定kB、Q。在1.5T Elekta Unity系统中,通过测量腔体轴线与磁场方向成基数角(0°、90°、180°、270°)的kB、Q,评估了磁兼容腔体模型磁场质量转换因子的角度依赖性。结果:在标准直线光束中测量的核磁共振兼容电离室的光束质量转换(kQ)因子与传统电离室计算的kQ值的平均百分比差异为-0.09±0.18%。同样,使用相同的交叉校准技术测量相应的MR和非MR电离室模型的磁场质量转换(kB,Q)因子,Elekta Unity和ViewRay MRIdian的平均百分比差异分别为-0.1±0.3%和0.0±0.2%。对该校正因子的角依赖性的研究表明,等效核磁共振兼容和传统腔室模型的腔室响应相同。结论:这项工作为核磁共振兼容电离室的性能提供了关键的实验验证,通过将测量的kB、Q值与相应的传统腔室模型进行直接比较,显示出几乎等效的腔室响应。利用我们的实验方法确定的kB,Q值将作为即将到来的磁共振直线机参考剂量学方案的重要参考,最终代表着向磁共振直线机系统精确输出校准迈出的重要一步。
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引用次数: 0
Routine machine quality assurance tests for a self-shielded gyroscopic radiosurgery system. 自屏蔽陀螺仪放射外科系统的常规机器质量保证测试。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-14 DOI: 10.1002/acm2.14589
Yongsook C Lee, Ranjini Tolakanahalli, D Jay Wieczorek, Minesh P Mehta, Michael W McDermott, Rupesh Kotecha, Alonso N Gutierrez

Purpose: This report describes routine machine quality assurance (QA) (daily, monthly, and annual QA) tests for the Zap-X® Gyroscopic Radiosurgery® platform.

Methods: Following the recommendations of the American Association of Physicists in Medicine Task Group (AAPM TG)-142 and Medical Physics Practice guideline (MPPG) 8.b, routine machine QA tests for the Zap-X system were implemented. The implementation included (1) daily, monthly, and annual QA tests encompassing dosimetry, mechanical, safety and imaging tests, (2) QA methods of each test specific to the Zap-X, (3) a tolerance value for each test, and (4) necessary QA equipment.

Results: Baseline values and key results of daily, monthly, and annual QA tests are presented in this report. This report also discusses QA tests not adopted from TG 142 or MPPG 8.b (e.g., distance indicator) due to unique features of the Zap-X system as well as additional QA tests added from the vendor's recommendations (e.g., self-check) and from TG-135 recommendations (e.g., monthly end-to-end testing) because of similarities between Zap-X and CyberKnife systems.

Conclusions: The comprehensive information on routine machine QA tests presented in this report will assist Zap-X teams in other Neurosurgery centers or Radiation Oncology clinics in establishing and maintaining their QA programs until AAPM endorsed guidelines become available.

目的:本报告介绍了 Zap-X® 陀螺仪放射手术® 平台的常规机器质量保证 (QA)(每日、每月和每年的质量保证)测试:按照美国医学物理学家协会工作组 (AAPM TG)-142 和医学物理实践指南 (MPPG) 8.b 的建议,对 Zap-X 系统实施了常规机器质量保证测试。实施内容包括:(1) 每日、每月和每年的质量保证测试,包括剂量测定、机械、安全和成像测试;(2) 针对 Zap-X 的每项测试的质量保证方法;(3) 每项测试的容许值;(4) 必要的质量保证设备:本报告介绍了每日、每月和每年质量保证测试的基准值和主要结果。本报告还讨论了因 Zap-X 系统的独特性而未被 TG 142 或 MPPG 8.b 采用的质量保证测试(如距离指示器),以及因 Zap-X 和 CyberKnife 系统的相似性而根据供应商建议(如自我检查)和 TG-135 建议(如每月端到端测试)增加的质量保证测试:本报告中提供的有关常规机器质量保证测试的综合信息将有助于其他神经外科中心或放射肿瘤诊所的 Zap-X 团队建立和维护其质量保证计划,直至获得 AAPM 认可的指南。
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引用次数: 0
Clinical validation of MR-generated synthetic CT by MRCAT for brain tumor radiotherapy 磁共振合成CT在脑肿瘤放射治疗中的临床验证。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-13 DOI: 10.1002/acm2.14494
Tyrone Tsz Yeung Yip, Zhichun Li, Tian Li

Objective

MRI is an emerging modality in radiotherapy (RT). Accuracy synthetic CT is the prerequisite for implementing MR-only RT planning. This study validated the commercial algorithm of MR for calculating attenuation (MRCAT) in terms of image quality and dosimetric agreement.

Methods

Brain tumor cases with 18 treated using intensity-modulated radiotherapy (IMRT) or volumetric modulated arc therapy (VMAT), and 15 treated using stereotactic radiosurgery (SRS) were analyzed. Synthetic CTs were resampled referencing planning CT. Treatment plan calculated on planning CT was recalculated on resampled MRCAT. Image quality of selected metrics and dosimetric agreements were assessed by dose-volume-histogram and 3D gamma analysis.

Results

For IMRT/VMAT and SRS cases, mean error were 23.42 ± 1.05 and 28.39 ± 3.17 HU; mean absolute error were 38.03 ± 1.42 and 52.36 ± 2.63 HU; root mean squared error were 89.09 ± 6.65 and 108.38 ± 12.23 HU; peak signal-to-noise ratio were 29.11 ± 0.60  and 27.65 ± 0.59 dB; and structural similarity index measures were 0.88 ± 0.00 and 0.70 ± 0.01 respectively. No significant differences were identified for DVH metrics accounting the target coverage. Most OARs did not have significant dose deviation, except left lens with 0.70% higher in D-mean after recalculation (p < 0.001). For criteria of 3 mm/3%, 2 mm/2%, and 1 mm/1%, gamma passing rates for IMRT/VMAT were 99.92%, 99.42%, and 96.47%, while SRS were 99.86%, 99.52%, and 97.57% respectively. Correlation between passing rate and image quality metrics was established in IMRT/VMAT cases, with higher similarity yield better dosimetric agreement between planning and synthetic CT.

Conclusion

This study has validated the MRCAT for clinical use in terms of comparable image quality and dosimetric agreement with planning CT. Further case selection and MR-compatible immobilization device would be required.

目的:磁共振成像是放射治疗(RT)的一种新兴模式。合成 CT 的准确性是实施纯 MR RT 计划的先决条件。本研究从图像质量和剂量学一致性方面验证了用于计算衰减的 MR 商业算法(MRCAT):方法:分析了18例采用调强放疗(IMRT)或调容弧放疗(VMAT)治疗的脑肿瘤病例和15例采用立体定向放射手术(SRS)治疗的脑肿瘤病例。参考计划 CT 对合成 CT 进行了重新采样。在规划 CT 上计算的治疗方案在重新取样的 MRCAT 上重新计算。通过剂量-容积-柱状图和三维伽马分析评估了选定指标的图像质量和剂量学一致性:IMRT/VMAT和SRS病例的平均误差分别为(23.42 ± 1.05)和(28.39 ± 3.17)HU;平均绝对误差分别为(38.03 ± 1.42)和(52.36 ± 2.63)HU;均方根误差分别为(89.09 ± 6.65)和(108.38 ± 12.23)HU;峰值信噪比分别为(29.11 ± 0.60)和(27.65 ± 0.59)dB;结构相似性指数分别为(0.88 ± 0.00)和(0.70 ± 0.01)。在目标覆盖范围的 DVH 指标上没有发现明显差异。除左晶状体在重新计算后 D-均值高出 0.70% 外,大多数 OAR 没有明显的剂量偏差(p 结论):这项研究验证了 MRCAT 与计划 CT 在图像质量和剂量学一致性方面的临床应用。需要进一步选择病例和磁共振兼容的固定装置。
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引用次数: 0
The LET enhancement of energy-specific collimation in pencil beam scanning proton therapy 铅笔束扫描质子治疗中能量特异性准直的LET增强。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-07 DOI: 10.1002/acm2.14477
Blake R. Smith, Daniel E. Hyer
<div> <section> <h3> Purpose</h3> <p>To computationally characterize the LET distribution during dynamic collimation in PBS and quantify its impact on the resultant dose distribution.</p> </section> <section> <h3> Methods</h3> <p>Monte Carlo simulations using Geant4 were used to model the production of low-energy proton scatter produced in the collimating components of a novel PBS collimator. Custom spectral tallies were created to quantify the energy, track- and dose-averaged LET resulting from individual beamlet and composite fields simulated from a model of the IBA dedicated nozzle system. The composite dose distributions were optimized to achieve a uniform physical dose coverage of a cubical and pyramidal target, and the resulting dose-average LET distributions were calculated for uncollimated and collimated PBS deliveries and used to generate RBE-weighted dose distributions.</p> </section> <section> <h3> Results</h3> <p>For collimated beamlets, the scattered proton energy fluence is strongly dependent on collimator position relative to the central axis of the beamlet. When delivering a uniform profile, the distribution of dose-average LET was nearly identical within the target and increased between 1 and <span></span><math> <semantics> <mrow> <mn>2</mn> <mspace></mspace> <mi>keV</mi> <mo>/</mo> <mi>μ</mi> <mi>m</mi> </mrow> <annotation>$2 ,{rm keV}/mathrm{umu }mathrm{m}$</annotation> </semantics></math> within 10 mm surrounding the target. Dynamic collimation resulted in larger dose-average LET changes: increasing the dose-average LET between 1 and <span></span><math> <semantics> <mrow> <mn>3</mn> <mspace></mspace> <mi>keV</mi> <mo>/</mo> <mi>μ</mi> <mi>m</mi> </mrow> <annotation>$3 ,{rm keV}/mathrm{umu }mathrm{m}$</annotation> </semantics></math> within 10 mm of a pyramidal target while reducing the dose-average LET outside this margin by as much as <span></span><math> <semantics> <mrow> <mn>10</mn> <mspace></mspace> <mi>keV</mi> <mo>/</mo>
目的:通过计算表征PBS动态准直过程中的LET分布,并量化其对合成剂量分布的影响。方法:利用Geant4进行蒙特卡罗模拟,模拟了新型PBS准直器准直组件中低能质子散射的产生。通过IBA专用喷嘴系统模型模拟的单个光束场和复合场产生的能量、轨迹和剂量平均LET,可以创建定制的光谱统计。优化了复合剂量分布,以实现立方体和金字塔目标的均匀物理剂量覆盖,并计算了未准直和准直PBS递送的剂量平均LET分布,并用于生成rbe加权剂量分布。结果:对于准直光束,散射质子能量的影响强烈依赖于相对于光束中心轴的准直器位置。当提供均匀剖面时,剂量平均LET在目标内的分布几乎相同,并且在目标周围10 mm内增加1至2 keV / μ m $2 ,{rm keV}/mathrm{umu}mathrm{m}$。动态准直导致了更大的剂量平均LET变化:增加了1到3 keV / μ m之间的剂量平均LET $3 ,{rm keV}/mathrm{umu}mathrm{m}$ 10 ,{rm keV}/mathrm{umu}mathrm{m}$ 10 ,{rm keV}/mathrm{umu}$ 10 之外的剂量平均LET $10 。生物剂量分布改善与能量特异性准直在减少侧半影。结论:相对于未准直的递送,PBS中能量特异性准直的存在可导致剂量平均LET变化。在一些临床情况下,能量特异性准直的放置和应用可能需要额外的规划考虑,基于其减少到外侧半影和增加高剂量一致性。未来的应用可能体现这些独特的剂量学特征,以重定向准直质子束中来自健康组织的高LET部分,同时增强靶内的剂量平均LET分布。
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引用次数: 0
Estimation of heart dose in left breast cancer radiotherapy: Assessment of vDIBH feasibility using the supervised machine learning algorithm 左乳腺癌放疗中心脏剂量的估计:使用监督机器学习算法评估vDIBH的可行性。
IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-12-06 DOI: 10.1002/acm2.14595
Shriram Ashok Rajurkar, Teerthraj Verma, Rajeev Gupta

Background and objective

The volunteer deep inspiration breath hold (vDIBH) technique is used to reduce the heart dose in left breast cancer radiotherapy. Many times, it is faced that despite rigorous exercise and training, not all patients get benefited as expected. The primary objective of this study was to develop a machine learning program for prediction of mean heart dose before left breast radiotherapy under vDIBH.

Methods

The present work is based on the dosimetric parameters of eighty-two left breast cancer patients, who have undergone modified radical mastectomy, enrolled for their radiation treatment. The trained machine learning algorithm employed linear regression to establish a correlation between Haller Index and heart mean dose (HMD) received during the ca left breast cancer radiotherapy. Subsequently, HMD values were used to model the regression relationship with maximum heart distance (MHD).

Results

The method adopted is beneficial in patient selection and assessment for suitability of patients’ radiotherapy planning under vDIBH treatment technique. For data from 21 test patients, the mean of HMD obtained from the treatment planning system (TPS) and the mean of predicted HMD by developed program were found to be 468.76 cGy and 464.66 cGy, respectively.

Conclusion

The present work facilitates precise HMD prediction in left breast cancer radiation therapy even before starting the treatment planning process. Additionally, this program offers suggestions in terms of modifications in treatment settings for even better results of vDIBH techniques if not matches with the anticipated results.

背景与目的:采用自愿深度吸气憋气(vDIBH)技术降低左乳腺癌放疗中的心脏剂量。很多时候,尽管进行了严格的锻炼和训练,但并不是所有的患者都能得到预期的好处。本研究的主要目的是开发一种机器学习程序,用于预测vDIBH下左乳房放疗前的平均心脏剂量。方法:对82例行改良乳房根治术的左乳腺癌患者进行放射治疗的剂量学参数分析。训练后的机器学习算法采用线性回归建立左乳腺癌放疗期间Haller指数与心脏平均剂量(HMD)之间的相关性。随后,利用HMD值对最大心脏距离(MHD)的回归关系进行建模。结果:所采用的方法有利于vDIBH治疗技术下患者的选择和放疗计划的适宜性评估。对于21例试验患者的数据,从治疗计划系统(TPS)获得的HMD均值和开发的程序预测的HMD均值分别为468.76 cGy和464.66 cGy。结论:本工作有助于在开始治疗计划过程之前精确预测左乳腺癌放射治疗的HMD。此外,该计划还提供了修改治疗设置的建议,以便在不符合预期结果的情况下更好地使用vDIBH技术。
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引用次数: 0
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Journal of Applied Clinical Medical Physics
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