Respiratory-Gated Imaging Techniques

呼吸门控成像技术
  • 文章类型: Journal Article
    目的:呼吸运动对肺部肿瘤的放疗有重要影响。呼吸门控技术有助于提高目标描绘的准确性。这项研究调查了前瞻性和回顾性呼吸门控模拟在放射治疗中孤立性肺肿瘤(SPT)的目标描绘和放射治疗计划设计中的价值。
    方法:入选患者接受了三维(3D)CT无门CT模拟,前瞻性呼吸门控,和回顾性呼吸门控模拟。在三组CT图像上描绘了目标体积,并据此编制放疗计划。使用两种呼吸门控方法获得的肿瘤位移和移动信息,以及放疗计划中的靶区体积和剂量学参数进行了比较。
    结果:在使用两种门控方法测量的肿瘤位移中未观察到显着差异(p>0.05)。然而,内部总肿瘤体积(IGTV),内部目标体积(ITV),和基于回顾性呼吸门控模拟的计划目标体积(PTV)大于使用前瞻性门控获得的目标体积(A组:pIGTV=0.041,pITV=0.003,pPTV=0.008;B组:pIGTV=0.025,pITV=0.039,pPTV=0.004).双门控PTV均小于在3D非门控图像上描绘的那些(p<0.001)。V5Gy,V10Gy,V20Gy,V30Gy,两种门控放疗计划的平均肺剂量均低于3D非门控计划(p<0.001);两种门控方案之间无显著差异(p>0.05)。
    结论:应用呼吸门控可以降低靶体积和正常肺组织接受的辐射剂量。与前瞻性呼吸门控相比,回顾性门控提供了关于PTV中肿瘤运动的更多信息.
    OBJECTIVE: Respiratory movement has an important impact on the radiotherapy for lung tumor. Respiratory gating technology is helpful to improve the accuracy of target delineation. This study investigated the value of prospective and retrospective respiratory gating simulations in target delineation and radiotherapy plan design for solitary pulmonary tumors (SPTs) in radiotherapy.
    METHODS: The enrolled patients underwent CT simulation with three-dimensional (3D) CT non gating, prospective respiratory gating, and retrospective respiratory gating simulation. The target volumes were delineated on three sets of CT images, and radiotherapy plans were prepared accordingly. Tumor displacements and movement information obtained using the two respiratory gating approaches, as well as the target volumes and dosimetry parameters in the radiotherapy plan were compared.
    RESULTS: No significant difference was observed in tumor displacement measured using the two gating methods (p > 0.05). However, the internal gross tumor volumes (IGTVs), internal target volumes (ITVs), and planning target volumes (PTVs) based on the retrospective respiratory gating simulation were larger than those obtained using prospective gating (group A: pIGTV = 0.041, pITV = 0.003, pPTV = 0.008; group B: pIGTV = 0.025, pITV = 0.039, pPTV = 0.004). The two-gating PTVs were both smaller than those delineated on 3D non gating images (p < 0.001). V5Gy, V10Gy, V20Gy, V30Gy, and mean lung dose in the two gated radiotherapy plans were lower than those in the 3D non gating plan (p < 0.001); however, no significant difference was observed between the two gating plans (p > 0.05).
    CONCLUSIONS: The application of respiratory gating could reduce the target volume and the radiation dose that the normal lung tissue received. Compared to prospective respiratory gating, the retrospective gating provides more information about tumor movement in PTV.
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  • 文章类型: Journal Article
    目的:为呼吸门控放射治疗提出一种直接且时间有效的束时间延迟质量保证(QA)方法,并在典型的呼吸门控系统上验证所提出的方法,Catalyst™和AlignRT™。
    方法:QA装置由运动平台和嵌入金属球的Winston-Lutz立方体体模(WL3)组成。首先在CT-Sim和两种类型的QA计划中扫描该设备,该计划专门针对光束开启和光束关闭时间延迟,分别,是设计的。利用EPID获取WL3立方体的静态参考图像和运动测试图像。通过比较运动和参考图像中嵌入金属球的位置差异,确定了波束时间延迟。所提出的方法已在具有Catalyst™或AlignRT™呼吸门控系统的三个直线加速器上进行了验证。为了研究能量和剂量率对光束时间延迟的影响,使用Eclipse(V15.7)设计了一系列具有不同能量和剂量率的QA计划。
    结果:对于所有能量,AlignRT™V6.3.226、AlignRT™V7.1.1和Catalyst™中的光束时间延迟为92.13±$\\pm$5.79ms,123.11±$\\pm$6.44ms,和303.44±$\\pm$4.28ms,分别。AlignRT™V6.3.226、AlignRT™V7.1.1和Catalyst™中的波束关闭时间延迟为121.87±$\\pm$1.34ms,119.33±$\\pm$0.75ms,和97.69±$\\pm$2.02ms,分别。此外,随着所有门控系统的剂量率增加,光束延迟略有下降,而光束关闭延迟不受影响。
    结论:验证结果表明,所提出的用于呼吸门控放射治疗的束时间延迟QA方法既可重复又有效,可用于机构进行相应定制。
    OBJECTIVE: To propose a straightforward and time-efficient quality assurance (QA) approach of beam time delay for respiratory-gated radiotherapy and validate the proposed method on typical respiratory gating systems, Catalyst™ and AlignRT™.
    METHODS: The QA apparatus was composed of a motion platform and a Winston-Lutz cube phantom (WL3) embedded with metal balls. The apparatus was first scanned in CT-Sim and two types of QA plans specific for beam on and beam off time delay, respectively, were designed. Static reference images and motion testing images of the WL3 cube were acquired with EPID. By comparing the position differences of the embedded metal balls in the motion and reference images, beam time delays were determined. The proposed approach was validated on three linacs with either Catalyst™ or AlignRT™ respiratory gating systems. To investigate the impact of energy and dose rate on beam time delay, a range of QA plans with Eclipse (V15.7) were devised with varying energy and dose rates.
    RESULTS: For all energies, the beam on time delays in AlignRT™ V6.3.226, AlignRT™ V7.1.1, and Catalyst™ were 92.13 ± $ \\pm $ 5.79 ms, 123.11 ± $ \\pm $ 6.44 ms, and 303.44 ± $ \\pm $ 4.28 ms, respectively. The beam off time delays in AlignRT™ V6.3.226, AlignRT™ V7.1.1, and Catalyst™ were 121.87 ± $ \\pm $ 1.34 ms, 119.33 ± $ \\pm $ 0.75 ms, and 97.69 ± $ \\pm $ 2.02 ms, respectively. Furthermore, the beam on delays decreased slightly as dose rates increased for all gating systems, whereas the beam off delays remained unaffected.
    CONCLUSIONS: The validation results demonstrate the proposed QA approach of beam time delay for respiratory-gated radiotherapy was both reproducible and time-efficient to practice for institutions to customize accordingly.
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  • 文章类型: Journal Article
    目的:呼吸门控粒子治疗系统中的射束递送潜伏期是剂量递送准确性的关键问题。本研究的目的是开发一种多通道信号采集平台,用于研究RPM呼吸门控系统中发生的门控延迟(Varian,美国)和ProBeam质子治疗系统(瓦里安,美国)单独。
    方法:多通道信号采集平台由几个电子元件组成,包括一个用于目标运动检测的字符串位置传感器,用于质子束传感的光电二极管,接口板,用于访问呼吸门测系统和质子治疗系统之间的触发信号,信号采集装置,用于对来自上述组件的信号进行采样和同步,以及用于控制信号采集装置和数据存储的笔记本电脑。通过比较从运动信号中提取的预期门控相位与触发信号的状态转折点来确定RPM系统延迟。通过比较触发信号与波束信号的状态转折点来评估ProBeam系统延迟。总的射束递送延迟被计算为呼吸门控系统和回旋加速器质子治疗系统中的延迟的总和。在延迟测量期间,在不同的振幅和周期下应用模拟的正弦运动,以评估不同呼吸模式下的完整波束传递延迟。每种呼吸模式重复30次用于统计分析。
    结果:发现RPM系统中测得的门控ON/OFF延迟为104.20±13.64ms和113.60±14.98ms,分别。在ProBeam系统中测量的门控ON/OFF延迟为108.29±0.85ms和1.20±0.04ms,分别。总的波束开/关延迟被确定为212.50±13.64ms和114.80±14.98ms。
    结论:借助开发的多通道信号采集平台,它能够研究呼吸门控系统和质子治疗系统中发生的门控滞后。平台的分辨率足以区分毫秒时间级别的延迟。呼吸门控系统和质子治疗系统都对门控延迟做出了贡献。两种系统对总波束开启延迟的贡献几乎相等,大约100毫秒。相比之下,呼吸门控系统是总波束关闭延迟的主要贡献者。
    OBJECTIVE: Beam delivery latency in respiratory-gated particle therapy systems is a crucial issue to dose delivery accuracy. The aim of this study is to develop a multi-channel signal acquisition platform for investigating gating latencies occurring within RPM respiratory gating system (Varian, USA) and ProBeam proton treatment system (Varian, USA) individually.
    METHODS: The multi-channel signal acquisition platform consisted of several electronic components, including a string position sensor for target motion detection, a photodiode for proton beam sensing, an interfacing board for accessing the trigger signal between the respiratory gating system and the proton treatment system, a signal acquisition device for sampling and synchronizing signals from the aforementioned components, and a laptop for controlling the signal acquisition device and data storage. RPM system latencies were determined by comparing the expected gating phases extracted from the motion signal with the trigger signal\'s state turning points. ProBeam system latencies were assessed by comparing the state turning points of the trigger signal with the beam signal. The total beam delivery latencies were calculated as the sum of delays in the respiratory gating system and the cyclotron proton treatment system. During latency measurements, simulated sinusoidal motion were applied at different amplitudes and periods for complete beam delivery latency evaluation under different breathing patterns. Each breathing pattern was repeated 30 times for statistical analysis.
    RESULTS: The measured gating ON/OFF latencies in the RPM system were found to be 104.20 ± 13.64 ms and 113.60 ± 14.98 ms, respectively. The measured gating ON/OFF delays in the ProBeam system were 108.29 ± 0.85 ms and 1.20 ± 0.04 ms, respectively. The total beam ON/OFF latencies were determined to be 212.50 ± 13.64 ms and 114.80 ± 14.98 ms.
    CONCLUSIONS: With the developed multi-channel signal acquisition platform, it was able to investigate the gating lags happened in both the respiratory gating system and the proton treatment system. The resolution of the platform is enough to distinguish the delays at the millisecond time level. Both the respiratory gating system and the proton treatment system made contributions to gating latency. Both systems contributed nearly equally to the total beam ON latency, with approximately 100 ms. In contrast, the respiratory gating system was the dominant contributor to the total beam OFF latency.
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  • 文章类型: Journal Article
    背景:自由运行的心脏和呼吸运动分辨的全心5DMRI可以减少扫描计划,并提供一种评估呼吸驱动的感兴趣的临床参数变化的手段。然而,呼吸分辨成像可能受到用户定义的参数的限制,这些参数在残余伪影和运动模糊之间进行权衡。在这项工作中,我们开发并验证了纠正箱内呼吸运动和补偿箱间呼吸运动的策略,以提高5DMRI的质量。
    方法:使用模拟自由运行数据(N=50)和32例先天性心脏病患者的队列,对重建框架的每个组成部分进行了系统验证,并与先前建立的5D方法进行了比较。在图像清晰度方面评估箱内呼吸运动校正的影响,而在重建误差方面评估箱间呼吸运动补偿,压缩呼吸运动,和图像清晰度。专家评审人员在图像清晰度和图像质量评分方面评估了完整的重建框架(IIMC5D)。
    结果:箱内运动校正为模拟数据和患者数据提供了明显(p<10-3)更清晰的图像。箱间运动补偿导致显著(p<10-3)较低的重建误差,较低的运动压缩,和更高的清晰度在模拟(10/11)和患者(9/11)的数据。相对于先前建立的5D实现(End-Exp:0.43±0.08,End-Ins:0.39±0.09),组合框架导致显著(p<10-3)更清晰的IIMC5D重建(End-Exp:0.45±0.09,End-Ins:0.46±0.10)。同样,使用IIMC5D(End-Exp:3.39±0.44,End-Ins:3.32±0.45),相对于5D图像(End-Exp:3.02±0.54,End-Ins:2.45±0.52),三位专家评审的图像评分显著(p<10-3)更高。
    结论:提出的IIMC重建显著提高了5D全心MRI的质量。这可以用于更高分辨率或缩写扫描。需要进一步研究该框架的诊断影响并与黄金标准进行比较,以了解其完整的临床实用性,包括探索呼吸驱动的生理测量变化。
    BACKGROUND: Free-running cardiac and respiratory motion-resolved whole-heart five-dimensional (5D) cardiovascular magnetic resonance (CMR) can reduce scan planning and provide a means of evaluating respiratory-driven changes in clinical parameters of interest. However, respiratory-resolved imaging can be limited by user-defined parameters which create trade-offs between residual artifact and motion blur. In this work, we develop and validate strategies for both correction of intra-bin and compensation of inter-bin respiratory motion to improve the quality of 5D CMR.
    METHODS: Each component of the reconstruction framework was systematically validated and compared to the previously established 5D approach using simulated free-running data (N = 50) and a cohort of 32 patients with congenital heart disease. The impact of intra-bin respiratory motion correction was evaluated in terms of image sharpness while inter-bin respiratory motion compensation was evaluated in terms of reconstruction error, compression of respiratory motion, and image sharpness. The full reconstruction framework (intra-acquisition correction and inter-acquisition compensation of respiratory motion [IIMC] 5D) was evaluated in terms of image sharpness and scoring of image quality by expert reviewers.
    RESULTS: Intra-bin motion correction provides significantly (p < 0.001) sharper images for both simulated and patient data. Inter-bin motion compensation results in significant (p < 0.001) lower reconstruction error, lower motion compression, and higher sharpness in both simulated (10/11) and patient (9/11) data. The combined framework resulted in significantly (p < 0.001) sharper IIMC 5D reconstructions (End-expiration (End-Exp): 0.45 ± 0.09, End-inspiration (End-Ins): 0.46 ± 0.10) relative to the previously established 5D implementation (End-Exp: 0.43 ± 0.08, End-Ins: 0.39 ± 0.09). Similarly, image scoring by three expert reviewers was significantly (p < 0.001) higher using IIMC 5D (End-Exp: 3.39 ± 0.44, End-Ins: 3.32 ± 0.45) relative to 5D images (End-Exp: 3.02 ± 0.54, End-Ins: 2.45 ± 0.52).
    CONCLUSIONS: The proposed IIMC reconstruction significantly improves the quality of 5D whole-heart MRI. This may be exploited for higher resolution or abbreviated scanning. Further investigation of the diagnostic impact of this framework and comparison to gold standards is needed to understand its full clinical utility, including exploration of respiratory-driven changes in physiological measurements of interest.
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  • 文章类型: Journal Article
    目的:本研究使用基准标记(FMs)评估了肿瘤的内部和内部变异,相对于肿瘤-FM距离,建立呼吸门控立体定向身体放射治疗(RG-SBRT)应插入FM的距离。
    方法:纳入45例用RG-SBRT治疗的肺肿瘤。获得呼气末计算机断层扫描(CT)(CTplan)和四维CT(4D-CT)扫描进行计划。在每个部分之前进行呼气末CT(CTfr)扫描。根据CTplan(Dp)中的中位肿瘤-FM距离将FM分为两组。对于分数内变化,相应的肿瘤和FM内部运动之间的相关性,定义为每个0-90%阶段的质心坐标,以4D-CT的50%相位为原点,在左右计算,前-后,和上下方向。此外,在4D-CT扫描的每个阶段中肿瘤-FM距离的最大差异,基于4D-CT扫描(Dmax)的50%阶段,已获得。分数间变异定义为CTplan和CTfr中肿瘤之间的最大距离,当CT扫描基于每个FM或椎骨进行融合时。
    结果:Dp中位数为26.1mm。虽然Dp>26mm组的FM分数内运动与仅在前后和上下方向上的肿瘤分数内运动显着相关,对于Dp≤26mm组,它们在各个方向上都显着且密切相关。在所有的方向,Dp≤26mm组的Dmax值低于Dp>26mm组。基于Dp≤26mm的分数间变化小于Dp>26mm和椎骨在所有方向上的分数间变化。
    结论:关于分数内和分数间变化,Dp≤26mm的FMs可以提高RG-SBRT的精度。
    OBJECTIVE: This study evaluated the intra- and inter-fractional variation of tumors with fiducial markers (FMs), relative to the tumor-FM distance, to establish how close an FM should be inserted for respiratory-gated stereotactic body radiation therapy (RG-SBRT).
    METHODS: Forty-five lung tumors treated with RG-SBRT were enrolled. End-expiratory computed tomography (CT) (CTplan) and four-dimensional-CT (4D-CT) scans were obtained for planning. End-expiratory CT (CTfr) scanning was performed before each fraction. The FMs were divided into two groups based on the median tumor-FM distance in the CTplan (Dp). For the intra-fractional variation, the correlations between the corresponding tumor and FM intra-fractional motions, defined as the centroid coordinates of those in each 0-90% phase, with the 50% phase of 4D-CT as the origin, were calculated in the left-right, anterior-posterior, and superior-inferior directions. Furthermore, the maximum difference in the tumor-FM distance in each phase of 4D-CT scan, based on those in the 50% phase of 4D-CT scan (Dmax), was obtained. Inter-fractional variation was defined as the maximum distance between the tumors in CTplan and CTfr, when the CT scans were fused based on each FM or vertebra.
    RESULTS: The median Dp was 26.1 mm. While FM intra-fractional motions were significantly and strongly correlated with the tumor intra-fractional motions in only anterior-posterior and superior-inferior directions for the Dp > 26 mm group, they were significantly and strongly correlated in all directions for the Dp ≤ 26 mm group. In all directions, Dmax values of the Dp ≤ 26 mm group were lower than those of the Dp > 26 mm group. The inter-fractional variations based on the Dp ≤ 26 mm were smaller than those on the Dp > 26 mm and on the vertebra in all directions.
    CONCLUSIONS: Regarding intra- and inter-fractional variation, FMs for Dp ≤ 26 mm can increase the accuracy for RG-SBRT.
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  • 文章类型: Journal Article
    背景:主动脉尺寸的测量及其演变是主动脉疾病患者管理的关键。手动评估,目前的指南推荐方法和临床标准,是主观的,可重复性差,耗时,限制在日常实践中跟踪主动脉生长的能力。通过连续计算机断层扫描血管造影照片的图像配准进行的主动脉几何标测(AGM)优于手动评估,提供准确和可重复的主动脉直径和生长速率的3D图。这项观察性研究旨在评估AGM在非门控对比增强(CE-)和心脏和呼吸门控(GN-)磁共振血管造影(MRA)上的准确性和可重复性。
    方法:对间隔至少1年的连续CE-MRA(n=30)或GN-MRA(n=15)的胸主动脉疾病患者进行回顾性和连续鉴定。两名独立的观察者在几个胸主动脉参考水平和AGM手动测量了主动脉直径和生长速率(GR)。比较了手动和AGM测量之间的一致性及其观察者间的可重复性。获得了用AGM评估的主动脉直径和GR图的可重复性。
    结果:CE-平均随访时间为3.8±2.3年,GN-MRA平均随访时间为2.7±1.6年。AGM在93%的CE-MRA对和100%的GN-MRA对中是可行的。手动和AGM直径在所有解剖水平显示出优异的一致性和观察者间的再现性(ICC>0.9)。手动和AGMGR之间的协议比较有限,在GN-MRA(ICC=0.47)和胸主动脉中,其中GN-比CE-MRA获得更高的准确性(ICC=0.55vs0.43)。与手动评估相比,AGM对GR的观察者间可重复性优于手动评估,两者均具有CE-(胸:ICC=0.91vs0.51)和GN-MRA(根:ICC=0.84vs0.52;胸:ICC=0.93vs0.60)。基于AGM的3D主动脉大小和生长图具有高度可重复性(直径的中位ICC>0.9,GR的中位ICC>0.80)。
    结论:通过3D图像配准在MRA上绘制主动脉直径和生长是可行的,准确,优于目前的手动临床标准。该技术可以扩大对主动脉胸疾病患者进行临床和研究评估的可能性。
    BACKGROUND: The measurement of aortic dimensions and their evolution are key in the management of patients with aortic diseases. Manual assessment, the current guideline-recommended method and clinical standard, is subjective, poorly reproducible, and time-consuming, limiting the capacity to track aortic growth in everyday practice. Aortic geometry mapping (AGM) via image registration of serial computed tomography angiograms outperforms manual assessment, providing accurate and reproducible 3D maps of aortic diameter and growth rate. This observational study aimed to evaluate the accuracy and reproducibility of AGM on non-gated contrast-enhanced (CE-) and cardiac- and respiratory-gated (GN-) magnetic resonance angiographies (MRA).
    METHODS: Patients with thoracic aortic disease followed with serial CE-MRA (n = 30) or GN-MRA (n = 15) acquired at least 1 year apart were retrospectively and consecutively identified. Two independent observers measured aortic diameters and growth rates (GR) manually at several thoracic aorta reference levels and with AGM. Agreement between manual and AGM measurements and their inter-observer reproducibility were compared. Reproducibility for aortic diameter and GR maps assessed with AGM was obtained.
    RESULTS: Mean follow-up was 3.8 ± 2.3 years for CE- and 2.7 ± 1.6 years for GN-MRA. AGM was feasible in the 93% of CE-MRA pairs and in the 100% of GN-MRA pairs. Manual and AGM diameters showed excellent agreement and inter-observer reproducibility (ICC>0.9) at all anatomical levels. Agreement between manual and AGM GR was more limited, both in the aortic root by GN-MRA (ICC=0.47) and in the thoracic aorta, where higher accuracy was obtained with GN- than with CE-MRA (ICC=0.55 vs 0.43). The inter-observer reproducibility of GR by AGM was superior compared to manual assessment, both with CE- (thoracic: ICC= 0.91 vs 0.51) and GN-MRA (root: ICC=0.84 vs 0.52; thoracic: ICC=0.93 vs 0.60). AGM-based 3D aortic size and growth maps were highly reproducible (median ICC >0.9 for diameters and >0.80 for GR).
    CONCLUSIONS: Mapping aortic diameter and growth on MRA via 3D image registration is feasible, accurate and outperforms the current manual clinical standard. This technique could broaden the possibilities of clinical and research evaluation of patients with aortic thoracic diseases.
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  • 文章类型: Journal Article
    目的:耐药癫痫患者可从癫痫手术中获益。在非病变病例中,在结构磁共振成像中无法检测到癫痫灶,需要进行多模态神经影像学研究。开发了屏气触发的BOLDfMRI(bh-fMRI)来测量中风或血管病变中的脑血管反应性,并通过可视化血管扩张刺激后的局灶性血流增加来突出区域网络功能障碍。这种区域性功能障碍可能与癫痫发生区有关。在这项前瞻性单中心单盲试点研究中,我们的目的是在接受术前评估的耐药非病灶局灶性癫痫患者中建立bh-fMRI的可行性和安全性.
    方法:在这项前瞻性研究中,在多学科患者管理会议上进行病例审查后,招募了10名接受耐药性局灶性癫痫术前评估的连续个体。使用电临床发现和其他神经影像学的结果来建立癫痫发生区假设。为了计算与正常人群相比脑血管反应性的显着差异,对16名健康志愿者的bh-fMRI进行分析。然后与整个大脑的流量变化相比,计算图谱的每个感兴趣体积(VOI)的相对流量变化,从而产生正常大脑反应性的图谱。因此,针对健康志愿者组测试了每位患者每次VOI的平均流量变化。脑血管反应性显着受损的区域的血流变化减少,并在单盲设计中与癫痫区定位假说进行了比较。
    结果:在9/10例中,获得bh-fMRI是可行的,一名患者因不遵守呼吸操作而被排除。没有观察到不良事件,间歇性高碳酸血症的屏气耐受性良好。在盲目性审查中,我们在6/9例中观察到在bh-fMRI上看到的局部网络功能障碍与电临床假设完全或部分一致,包括颞叶外叶癫痫和非定位18F-氟代脱氧葡萄糖正电子发射断层扫描(FDG-PET)的病例。
    结论:这是bh-fMRI在接受术前评估的癫痫患者中的首次报告。我们发现bh-fMRI是可行和安全的,与电临床研究结果达成了有希望的协议。因此,bh-fMRI可能是癫痫术前评估的一种潜在方式。需要进一步的研究来建立临床效用。
    OBJECTIVE: Individuals with drug-resistant epilepsy may benefit from epilepsy surgery. In nonlesional cases, where no epileptogenic lesion can be detected on structural magnetic resonance imaging, multimodal neuroimaging studies are required. Breath-hold-triggered BOLD fMRI (bh-fMRI) was developed to measure cerebrovascular reactivity in stroke or angiopathy and highlights regional network dysfunction by visualizing focal impaired flow increase after vasodilatory stimulus. This regional dysfunction may correlate with the epileptogenic zone. In this prospective single-center single-blind pilot study, we aimed to establish the feasibility and safety of bh-fMRI in individuals with drug-resistant non-lesional focal epilepsy undergoing presurgical evaluation.
    METHODS: In this prospective study, 10 consecutive individuals undergoing presurgical evaluation for drug-resistant focal epilepsy were recruited after case review at a multidisciplinary patient management conference. Electroclinical findings and results of other neuroimaging were used to establish the epileptogenic zone hypothesis. To calculate significant differences in cerebrovascular reactivity in comparison to the normal population, bh-fMRIs of 16 healthy volunteers were analyzed. The relative flow change of each volume of interest (VOI) of the atlas was then calculated compared to the flow change of the whole brain resulting in an atlas of normal cerebral reactivity. Consequently, the mean flow change of every VOI of each patient was tested against the healthy volunteers group. Areas with significant impairment of cerebrovascular reactivity had decreased flow change and were compared to the epileptogenic zone localization hypothesis in a single-blind design.
    RESULTS: Acquisition of bh-fMRI was feasible in 9/10 cases, with one patient excluded due to noncompliance with breathing maneuvers. No adverse events were observed, and breath-hold for intermittent hypercapnia was well tolerated. On blinded review, we observed full or partial concordance of the local network dysfunction seen on bh-fMRI with the electroclinical hypothesis in 6/9 cases, including cases with extratemporal lobe epilepsy and those with nonlocalizing 18F-fluorodeoxyglucose positron emission tomography (FDG-PET).
    CONCLUSIONS: This represents the first report of bh-fMRI in individuals with epilepsy undergoing presurgical evaluation. We found bh-fMRI to be feasible and safe, with a promising agreement to electroclinical findings. Thus, bh-fMRI may represent a potential modality in the presurgical evaluation of epilepsy. Further studies are needed to establish clinical utility.
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  • 文章类型: Journal Article
    目的:为4D-MRI重建开发一种新的深度学习方法,名为Movienet,它利用时空线圈相关性和运动保存,而不是k空间数据一致性,以加速金角径向数据的采集,并在动态MRI中实现亚秒重建时间。
    方法:Movienet使用U-net架构,具有完全在图像域中操作的修改的残差学习块,以去除混叠伪影并重建非混叠的运动分辨4D图像。通过对输入图像和参考进行分类以从到期到吸气的线性运动顺序进行训练来强制保持运动。以低于用于训练的参考XD-GRASP图像的扫描时间收集输入图像。Movienet在治疗性1.5TMR-Linac(1.5倍采集加速度)和诊断性3TMRI扫描仪(4D和3D的2倍和2.25倍采集加速度,分别)。专家临床读者对图像质量进行了定量和定性评估。
    结果:Movienet的重建时间为0.69s(4种运动状态)和0.75s(10种运动状态),大大低于迭代XD-GRASP和展开重建网络。Movienet实现比XD-GRASP更快的采集,具有相似的整体图像质量和改进的条纹伪影抑制。
    结论:Movienet相对于压缩传感加速数据采集,并在不到1s的时间内重建4D图像,这将使得能够在临床环境中有效实施4DMRI,用于快速抗运动3D解剖成像或运动分辨4D成像。
    OBJECTIVE: To develop a novel deep learning approach for 4D-MRI reconstruction, named Movienet, which exploits space-time-coil correlations and motion preservation instead of k-space data consistency, to accelerate the acquisition of golden-angle radial data and enable subsecond reconstruction times in dynamic MRI.
    METHODS: Movienet uses a U-net architecture with modified residual learning blocks that operate entirely in the image domain to remove aliasing artifacts and reconstruct an unaliased motion-resolved 4D image. Motion preservation is enforced by sorting the input image and reference for training in a linear motion order from expiration to inspiration. The input image was collected with a lower scan time than the reference XD-GRASP image used for training. Movienet is demonstrated for motion-resolved 4D MRI and motion-resistant 3D MRI of abdominal tumors on a therapeutic 1.5T MR-Linac (1.5-fold acquisition acceleration) and diagnostic 3T MRI scanners (2-fold and 2.25-fold acquisition acceleration for 4D and 3D, respectively). Image quality was evaluated quantitatively and qualitatively by expert clinical readers.
    RESULTS: The reconstruction time of Movienet was 0.69 s (4 motion states) and 0.75 s (10 motion states), which is substantially lower than iterative XD-GRASP and unrolled reconstruction networks. Movienet enables faster acquisition than XD-GRASP with similar overall image quality and improved suppression of streaking artifacts.
    CONCLUSIONS: Movienet accelerates data acquisition with respect to compressed sensing and reconstructs 4D images in less than 1 s, which would enable an efficient implementation of 4D MRI in a clinical setting for fast motion-resistant 3D anatomical imaging or motion-resolved 4D imaging.
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  • 文章类型: Journal Article
    癌症发病率上升,复杂的治疗技术,和工作流程都影响了放射治疗计划过程。需要智能预约计划来帮助放射治疗用户适应新的实践。
    我们利用vanHerk\的安全裕度公式来确定放射治疗部门的治疗计划窗口(TSW)。此外,我们检查了室内成像对直线加速器占用时间(LOT)的影响。VarianAria™软件版本15.1用于收集LOT的回顾性数据,治疗部位,意图,技术,特殊协议,和室内成像。
    治疗计划窗口因治疗地点而异。使用范·赫克形式主义的平均TSW为31.5分钟,明显长于当前TSW的15分钟(P=0.036),骨盆部位最长(43.8分钟),大脑部位最短(12分钟)。28%的患者超过15分钟的实践TSW。46.2%的患者每个分数有多个图像,骨盆患者比例最高(33%)。姑息治疗的患者,调强放疗,特殊协议(膀胱协议和门控),每个部分的多个室内图像具有明显更高的LOT。在骨盆和胸部部位观察到高治疗时间不确定度,指出室内成像频率和卧床治疗决定对总体治疗时间的影响,并指出如有必要,应审查和修改当前的治疗实践。
    时间余量配方可以自定义治疗计划窗口并改善治疗实践。这种形式主义可以帮助管理放射治疗部门的工作量并减少患者的等待时间。
    UNASSIGNED: Rising cancer incidences, complex treatment techniques, and workflows have all impacted the radiotherapy scheduling process. Intelligent appointment scheduling is needed to help radiotherapy users adapt to new practices.
    UNASSIGNED: We utilized van Herk\'s safety margin formula to determine the radiotherapy department\'s treatment scheduling window (TSW). In addition, we examined the influence of in-room imaging on linac occupancy time (LOT). Varian Aria™ software version 15.1 was used to collect retrospective data on LOT, treatment site, intent, techniques, special protocol, and in-room imaging.
    UNASSIGNED: Treatment scheduling windows varied across treatment sites. The mean TSW using van Herk\'s formalism was 31.5 min, significantly longer than the current TSW of 15 min (P = 0.036), with the pelvic site having the longest (43.8 min) and the brain site having the shortest (12 min). 28% of patients exceeded the in-practice TSW of 15 min. 46.2% of patients had multiple images per fraction, with the proportion being highest in pelvic patients (33%). Patients treated with palliative intent, intensity-modulated radiotherapy, special protocols (bladder protocol and gating), and multiple in-room images per fraction had significantly higher LOT. High treatment time uncertainty was observed in the pelvic and thorax sites, indicating the impact of in-room imaging frequency and on-couch treatment decisions on overall treatment time and indicating that current treatment practices should be reviewed and modified if necessary.
    UNASSIGNED: The time margin recipe can customize the treatment scheduling window and improve treatment practices. This formalism can help manage the radiotherapy department\'s workload and reduce patient wait times.
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  • 文章类型: Journal Article
    目的:本研究旨在研究使用全身正电子发射断层扫描/计算机断层扫描(PET/CT)扫描仪在减少采集时间的情况下进行呼吸门控成像的性能。
    方法:分析了71例可疑恶性肿瘤患者的影像学数据,这些患者接受了全身2-[18F]-氟-2-脱氧-D-葡萄糖PET/CT15分钟的呼吸记录。每次检查,进行了4次重建:Ungated-15,使用所有的巧合;Ungated-5,使用前5分钟的数据;Gated-15,使用所有的巧合,但使用呼吸门控;Gated-6,使用前6分钟的呼吸门控数据.量化病变并评估图像质量;在四个图像集之间进行比较。
    结果:在胸部和上腹部共发现390个病灶。门控15(97.2%)的病变可检测性显着高于未门控15(93.6%,p=0.001)和未门控5(92.3%,p=0.001),但与Gated-6相当(95.9%,p=0.993)。共选择131个病灶进行定量分析。Gated-15的病变呈现明显更大的标准化摄取值,肿瘤与肝脏的比率,和肿瘤与血液的比例,但代谢性肿瘤体积较小,与Ungated-15和Ungated-5中的那些相比(所有p<0.001)。这些差异在小病变和纵隔/腹膜后以外部位的病变中更为明显。然而,这些指数在Gated-15和Gated-6之间没有显着差异。Higher,但可以接受,与未门控图像相比,在门控图像中识别出图像噪声。
    结论:使用全身PET/CT扫描仪减少扫描时间的呼吸门控成像优于非门控成像,可用于临床。
    结论:•在PET成像中,呼吸门控可以改善病变的表现和可检测性,但需要更长的成像时间。•这项单中心研究表明,全身PET扫描仪可以减少和临床上可接受的扫描时间进行呼吸门控成像。
    OBJECTIVE: This study aimed to investigate the performance of respiratory-gating imaging with reduced acquisition time using the total-body positron emission tomography/computed tomography (PET/CT) scanner.
    METHODS: Imaging data of 71 patients with suspect malignancies who underwent total-body 2-[18F]-fluoro-2-deoxy-D-glucose PET/CT for 15 min with respiration recorded were analyzed. For each examination, four reconstructions were performed: Ungated-15, using all coincidences; Ungated-5, using data of the first 5 min; Gated-15 using all coincidences but with respiratory gating; and Gated-6 using data of the first 6 min with respiratory gating. Lesions were quantified and image quality was evaluated; both were compared between the four image sets.
    RESULTS: A total of 390 lesions were found in the thorax and upper abdomen. Lesion detectability was significantly higher in gated-15 (97.2%) than in ungated-15 (93.6%, p = 0.001) and ungated-5 (92.3%, p = 0.001), but comparable to Gated-6 (95.9%, p = 0.993). A total of 131 lesions were selected for quantitative analyses. Lesions in Gated-15 presented significantly larger standardized uptake values, tumor-to-liver ratio, and tumor-to-blood ratio, but smaller metabolic tumor volume, compared to those in Ungated-15 and Ungated-5 (all p < 0.001). These differences were more obvious in small lesions and in lesions from sites other than mediastinum/retroperitoneum. However, these indices were not significantly different between Gated-15 and Gated-6. Higher, but acceptable, image noise was identified in gated images than in ungated images.
    CONCLUSIONS: Respiratory-gating imaging with reduced scanning time using the total-body PET/CT scanner is superior to ungated imaging and can be used in the clinic.
    CONCLUSIONS: • In PET imaging, respiratory gating can improve lesion presentation and detectability but requires longer imaging time. • This single-center study showed that the total-body PET scanner allows respiratory-gated imaging with reduced and clinically acceptable scanning time.
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