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Clinical Imaging Characteristics of the Positron Emission Mammography PEM Flex Solo II. PEM Flex Solo正电子放射乳房x线摄影的临床影像特征。
Pub Date : 2008-10-01 DOI: 10.1109/NSSMIC.2008.4774291
Lawrence Macdonald, John Edwards, Thomas Lewellen, James Rogers, Paul Kinahan

Positron emission mammography (PEM) uses two opposing gamma-ray imagers and limited-angle tomography techniques to image radiotracer distributions within the breast. Due to their smaller size and closer proximity to the source, dedicated PEM cameras can provide better spatial resolution and count sensitivity than whole-body positron emission tomographs. We performed several clinical imaging tests on a commercially available PEM camera, the PEM Flex Solo II. This system is comprised of two opposing 6 cm × 16.4 cm detectors that scan in unison to cover up to a 24 cm × 16.4 cm field of view (FOV). We measured spatial resolution, uniformity, recovery coefficients (RC), and quantification using the system clinical software. Image linearity and coefficient of variation (CV) at the edge of the FOV were also characterized. Anecdotal examples of clinical patient data are presented. Spatial resolution is 2.4 mm FWHM for image planes parallel to the detector faces; background variability is 6%; quantification and RC varied within the FOV; positioning linearity began at ~ 13 mm from the edge of the detector housing; CV increased rapidly at the edge of the FOV due to limited sampling in these image planes.

正电子发射乳房x线照相术(PEM)使用两个相对的伽马射线成像仪和有限角度断层扫描技术来成像乳房内的放射性示踪剂分布。由于其体积更小,距离源更近,专用PEM相机可以提供比全身正电子发射层析成像更好的空间分辨率和计数灵敏度。我们在市售的PEM Flex Solo II相机上进行了几次临床成像测试。该系统由两个相对的6厘米× 16.4厘米的探测器组成,它们同步扫描以覆盖24厘米× 16.4厘米的视场(FOV)。我们使用系统临床软件测量了空间分辨率、均匀性、恢复系数(RC)和定量。对视场边缘的图像线性度和变异系数(CV)进行了表征。临床病人数据的轶事例子提出。平行于探测器面像面的空间分辨率为2.4 mm FWHM;背景变异性为6%;量化和RC在视场范围内变化;定位线性度从探测器外壳边缘~ 13mm处开始;由于在这些图像平面上采样有限,CV在视场边缘迅速增加。
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引用次数: 0
Design of a High Resolution, Monolithic Crystal, PET/MRI Detector with DOI Positioning Capability. 具有DOI定位能力的高分辨率单晶PET/MRI探测器的设计
Pub Date : 2008-10-01 DOI: 10.1109/NSSMIC.2008.4774469
Robert S Miyaoka, Xiaoli Li, Cate Lockhart, Tom K Lewellen

We report on a high resolution, monolithic crystal PET detector design concept that provides depth of interaction (DOI) positioning within the crystal and is compatible for operation in a MRI scanner to support multimodal anatomic and functional imaging. Our design utilizes a novel sensor on the entrance surface (SES) approach combined with a maximum likelihood positioning algorithm. The sensor will be a two-dimensional array of micro-pixel avalanche photodiodes (MAPD). MAPDs are a new type of solid-state photodetector with Geiger mode operation that can provide signal gain similar to a photomltipiler tube (PMT). In addition, they can be operated in high magnetic fields to support PET/MR imaging. Utilizing a multi-step simulation process, we determined the intrinsic spatial resolution characteristics for a variety of detector configurations. The crystal was always modeled as a 48.8 mm by 48.8 mm by 15 mm monolithic slab of a lutetium-based scintillator. The SES design was evaluated via simulation for three different two-dimensional MAPD array sizes: 8×8 with 5.8×5.8 mm(2) pads; 12×12 with 3.8×3.8 mm(2) pads; and 16×16 with 2.8×2.8 mm(2) pads. To reduce the number of signal channels row-column summing readout was explored for the 12×12 and 16×16 channel array devices. The intrinsic spatial resolution for the 8×8 MAPD array is 0.88 mm FWHM in X and Y, and 1.83 mm FWHM in Z (i.e., DOI). Comparing the results versus using a conventional design with the photosensors on the backside of the crystal, an average improvement of ~24% in X and Y and 20% in Z is achieved. The X, Y intrinsic spatial resolution improved to 0.66 mm and 0.65 mm FWHM for the 12×12 and 16×16 MAPDs using row-column readout. Using the 12×12 and 16×16 arrays also led to a slight improvement in the DOI positioning accuracy.

我们报告了一种高分辨率的单片晶体PET检测器设计概念,该设计概念在晶体内提供相互作用深度(DOI)定位,并与MRI扫描仪中的操作兼容,以支持多模态解剖和功能成像。我们的设计采用了一种新型的入口表面传感器(SES)方法,结合了最大似然定位算法。传感器将是一个微像素雪崩光电二极管(MAPD)的二维阵列。mapd是一种具有盖革模式操作的新型固态光电探测器,可以提供类似于光电倍增管(PMT)的信号增益。此外,它们可以在高磁场下操作,以支持PET/MR成像。利用多步模拟过程,我们确定了各种探测器配置的固有空间分辨率特征。该晶体一直被建模为一个基于镥的闪烁体的48.8 mm × 48.8 mm × 15 mm的单片板。SES设计通过模拟评估了三种不同的二维MAPD阵列尺寸:8×8与5.8×5.8 mm(2)的衬垫;12×12带3.8×3.8 mm(2)垫片;和16×16与2.8×2.8毫米(2)垫片。为了减少信号通道的数量,探索了12×12和16×16通道阵列器件的行列求和读出。8×8 MAPD阵列在X和Y方向的固有空间分辨率为0.88 mm FWHM,在Z方向(即DOI)的固有空间分辨率为1.83 mm FWHM。与在晶体背面安装光传感器的传统设计相比,在X和Y上平均提高了24%,在Z上平均提高了20%。使用行-列读出方式,12×12和16×16 mapd的X, Y固有空间分辨率分别提高到0.66 mm和0.65 mm FWHM。使用12×12和16×16阵列也导致DOI定位精度略有提高。
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引用次数: 0
Interactive Intraoperative Imaging and Guidance with a Pre-Registered CT volume. 预配CT容积的交互式术中成像和指导。
Pub Date : 2008-10-01 Epub Date: 2009-02-06 DOI: 10.1109/nssmic.2008.4774131
Vipul Naik, J Webster Stayman

An inter-operative image-guided surgery system is described in which the CT volume is pre-registered to the physical scanner, allowing easier workflow and small field-of-view update scans.

描述了一种手术间图像引导手术系统,其中CT体积预先注册到物理扫描仪,允许更简单的工作流程和小视野更新扫描。
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引用次数: 0
Quantitative Accuracy of HRRT List-mode Reconstructions: Effect of Low Statistics. HRRT表模式重建的定量准确性:低统计量的影响。
Pub Date : 2008-10-01 DOI: 10.1109/NSSMIC.2008.4774388
Beata Planeta-Wilson, Jianhua Yan, Tim Mulnix, Richard E Carson

Previous studies showed that iterative image reconstruction algorithms may produce overestimations of activity in low-activity regions in low-count frames. The purpose of this study was (1) to evaluate the quantitative accuracy of the MOLAR list-mode iterative reconstruction method in the context of ligand-receptor PET studies in low counts, and (2) to determine the minimum noise equivalent counts (NEC) per frame to avoid bias. Evaluation of clinical data was performed for 4 tracers using dynamic brain PET studies. True activity was estimated from high-statistics frames (300s) and ROI analysis was performed to evaluate bias in low-activity regions in short acquisition frames (10-30s) from matching times. Bias in the ROI mean values was analyzed as function of NEC. In addition, accuracy was assessed using Hoffman phantom data and simulated list mode data based on human data, but without scatter and randoms.Unlike previous results, small biases of -3±3% for low statistics region across the 4 tracers were found for NEC >100K in each frame. Very similar results were found in the phantom and simulation data. We conclude that the MOLAR iterative reconstruction method provides accurate results even in very low-count frames. This improved performance may be attributed to some of the unique characteristics of MOLAR including randoms estimation from singles, iterative estimation of scatter within the algorithm, component-based normalization, and incorporation of a line-spread function model in the reconstruction.

先前的研究表明,迭代图像重建算法可能会在低计数帧中产生对低活动区域活动的高估。本研究的目的是(1)评估在低计数的配体受体PET研究背景下,MOLAR列表模式迭代重建方法的定量准确性,以及(2)确定每帧的最小噪声等效计数(NEC)以避免偏差。采用动态脑PET研究对4种示踪剂的临床资料进行评估。从高统计帧(300秒)估计真实活动,并进行ROI分析,以评估匹配时间较短的获取帧(10-30秒)中低活动区域的偏差。分析ROI平均值的偏置作为NEC的函数。此外,使用Hoffman幻影数据和基于人类数据的模拟列表模式数据来评估准确性,但没有分散和随机。与之前的结果不同,在4种示踪剂中,对于每帧NEC bbb100k的低统计区域,发现了-3±3%的小偏差。在模拟数据和模拟数据中发现了非常相似的结果。我们得出结论,磨牙迭代重建方法提供了准确的结果,即使在非常低计数帧。这种改进的性能可能归因于mole的一些独特特性,包括来自单个的随机估计、算法中散射的迭代估计、基于组件的归一化以及在重建中纳入线扩展函数模型。
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引用次数: 0
Adaptive SPECT for Tumor Necrosis Detection. 用于肿瘤坏死检测的自适应 SPECT。
Pub Date : 2008-10-01 DOI: 10.1109/NSSMIC.2008.4774505
Luca Caucci, Matthew A Kupinski, Melanie Freed, Lars R Furenlid, Donald W Wilson, Harrison H Barrett

In this paper, we consider a prototype of an adaptive SPECT system, and we use simulation to objectively assess the system's performance with respect to a conventional, non-adaptive SPECT system. Objective performance assessment is investigated for a clinically relevant task: the detection of tumor necrosis at a known location and in a random lumpy background. The iterative maximum-likelihood expectation-maximization (MLEM) algorithm is used to perform image reconstruction. We carried out human observer studies on the reconstructed images and compared the probability of correct detection when the data are generated with the adaptive system as opposed to the non-adaptive system. Task performance is also assessed by using a channelized Hotelling observer, and the area under the receiver operating characteristic curve is the figure of merit for the detection task. Our results show a large performance improvement of adaptive systems versus non-adaptive systems and motivate further research in adaptive medical imaging.

在本文中,我们考虑了自适应 SPECT 系统的原型,并利用模拟来客观评估该系统相对于传统非自适应 SPECT 系统的性能。客观性能评估针对一项临床相关任务进行研究:在已知位置和随机块状背景中检测肿瘤坏死。迭代最大似然期望最大化(MLEM)算法用于执行图像重建。我们对重建后的图像进行了人类观察研究,并比较了使用自适应系统和非自适应系统生成数据时正确检测的概率。我们还使用通道化 Hotelling 观察器对任务性能进行了评估,接收器工作特性曲线下的面积即为检测任务的优劣值。我们的结果表明,与非自适应系统相比,自适应系统的性能有了很大的提高,这也激发了对自适应医学成像的进一步研究。
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引用次数: 0
Spatially Variant Positron Range Modeling Derived from CT for PET Image Reconstruction. 基于CT的空间变异性正电子距离建模用于PET图像重建。
Pub Date : 2008-01-01 DOI: 10.1109/NSSMIC.2008.4774106
Adam Alessio, Lawrence MacDonald

The influence of a finite positron annihilation distance represents a fundamental limit to the spatial resolution of PET scanners. It is appreciated that this effect is a minor concern in whole-body F18 imaging, but it does represent an issue when imaging with higher energy isotopes such as N13 or Rb82. This effect is especially relevant for imaging tasks along tissue gradients such as the cardiac/lung boundary and diaphragm/lung boundary. This work presents a method to determine the positron range effect from a CT scan and to model this effect as shift-variant, anisotropic kernels. The positron annihilation distance across boundaries of tissues is represented with a simple model, which can be quickly derived from CT scans and applied in the reconstruction of PET images. The positron range compensation map is applied in a modified OSEM algorithm to simulated and measured data.

有限正电子湮灭距离的影响是PET扫描仪空间分辨率的一个基本限制。值得注意的是,这种影响在全身F18成像中是一个次要问题,但当使用N13或Rb82等高能同位素成像时,它确实是一个问题。这种效应尤其适用于沿组织梯度的成像任务,如心/肺边界和膈/肺边界。这项工作提出了一种方法来确定正电子范围效应从CT扫描,并模拟这种效应作为位移变,各向异性核。用一个简单的模型来表示组织边界上的正电子湮灭距离,该模型可以从CT扫描中快速导出,并应用于PET图像的重建。将正电子距离补偿映射应用于改进的OSEM算法中,对模拟数据和测量数据进行了处理。
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引用次数: 0
Direct 4D List Mode Parametric Reconstruction for PET with a Novel EM Algorithm. 一种新的EM算法用于PET的直接四维表模参数重建。
Pub Date : 2008-01-01 DOI: 10.1109/NSSMIC.2008.4774103
Jianhua Yan, Beata Planeta-Wilson, Richard E Carson

We present a direct method for producing images of kinetic parameters from list mode PET data. The time-activity curve for each voxel is described by a one-tissue compartment, 2-parameter model. Extending previous EM algorithms, a new spatiotemporal complete data space was introduced to optimize the maximum likelihood function. This leads to a straightforward parametric image update equation with moderate additional computation requirements compared to the conventional algorithm. Qualitative and quantitative evaluations were performed using 2D (x,t) and 4D (x,y,z,t) simulated list mode data for a brain receptor study. Comparisons with the two-step approach (frame-based reconstruction followed by voxel-by-voxel parameter estimation) show that the proposed method can lead to accurate estimation of the parametric image values with reduced variance, especially for the volume of distribution (V(T)).

我们提出了一种直接从表模PET数据中产生动力学参数图像的方法。每个体素的时间-活动曲线由一个单组织隔间,2参数模型描述。在原有算法的基础上,引入了一种新的时空完备数据空间来优化最大似然函数。这导致了一个简单的参数图像更新方程,与传统算法相比,它具有适度的额外计算需求。使用2D (x,t)和4D (x,y,z,t)模拟列表模式数据进行脑受体研究的定性和定量评估。与两步方法(基于帧的重建,然后逐体素参数估计)的比较表明,该方法可以准确估计参数图像值,且方差减小,特别是对于分布体积(V(T))。
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引用次数: 0
Calibration procedure for a continuous miniature crystal element (cMiCE) detector. 校准程序的连续微型晶体元件(cMiCE)检测器。
Pub Date : 2007-10-26 DOI: 10.1109/NSSMIC.2007.4437070
Robert S Miyaoka, Tao Ling, Cate Lockhart, Tom K Lewellen

We report on methods to speed up the calibration process for a continuous miniature crystal element (cMiCE) detector. Our cMiCE detector is composed of a 50 mm by 50 mm by 8 mm thick LYSO crystal coupled to a 64-channel, flat panel photomultiplier tube (PMT). This detector is a lower cost alternative to designs that use finely pixilated individual crystal detectors. It achieves an average intrinsic spatial resolution of ~1.4 mm full width at half maximum (FWHM) over the useful face of the detector through the use of a statistics based positioning algorithm. A drawback to the design is the length of time it takes to calibrate the detector. We report on three methods to speed up this process. The first method is to use multiple point fluxes on the surface of the detector to calibrate different points of the detector from a single data acquisition. This will work as long as the point fluxes are appropriately spaced on the detector so that there is no overlap of signal. A special multi-source device that can create up to 16 point fluxes has been custom designed for this purpose. The second scheme is to characterize the detector with coarser sampling and use interpolation to create look up tables with the desired detector sampling (e.g., 0.25 mm). The intrinsic spatial resolution performance will be investigated for sampling intervals of 0.76 mm, 1.013 mm, 1.52 mm and 2.027 mm. The third method is to adjust the point flux diameter by varying the geometry of the setup. By bringing the coincidence detector array closer to the point source array both the spot size and the coincidence counting rate will increase. We will report on the calibration setup factor we are able to achieve while maintaining an average intrinsic spatial resolution of ~1.4 mm FWHM for the effective imaging area of our cMiCE detector.

我们报告了加速连续微型晶体元件(cMiCE)探测器校准过程的方法。我们的cMiCE探测器由一个50mm × 50mm × 8mm厚的LYSO晶体与一个64通道平板光电倍增管(PMT)耦合组成。这种探测器是一种低成本的替代设计,使用精细像素化的单个晶体探测器。它通过使用基于统计的定位算法,在探测器的有用面上实现了约1.4 mm全宽半最大(FWHM)的平均固有空间分辨率。这种设计的一个缺点是校准探测器需要很长时间。我们报告了加快这一进程的三种方法。第一种方法是利用探测器表面的多点通量,从一次数据采集中校准探测器的不同点。只要点通量在探测器上有适当的间隔,这样就不会有信号重叠。为此,专门设计了一种可产生多达16个点通量的特殊多源装置。第二种方案是用较粗的采样来表征检测器,并使用插值来创建具有所需检测器采样(例如,0.25 mm)的查找表。在0.76 mm、1.013 mm、1.52 mm和2.027 mm的采样间隔下,研究了本征空间分辨率的性能。第三种方法是通过改变装置的几何形状来调整点通量直径。通过使符合检测器阵列更接近点源阵列,可以提高光斑大小和符合计数率。我们将报告我们能够实现的校准设置因子,同时保持我们的cMiCE探测器有效成像区域的平均固有空间分辨率为~1.4 mm FWHM。
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引用次数: 0
Improving the intrinsic spatial resolution performance of the continuous miniature crystal element (cMiCE) detector. 提高连续微型晶元(cMiCE)探测器的固有空间分辨率。
Pub Date : 2007-10-26 DOI: 10.1109/NSSMIC.2007.4437069
Tao Ling, Tom K Lewellen, Robert S Miyaoka

We have previously reported performance characteristics of a cMiCE detector composed of a 50 mm by 50 mm by 8 mm thick slab of LYSO, coupled to a 64 channel flat-panel PMT. In that work, all 64 PMT channels were digitized and a statistics-based positioning method was used for event positioning. In characterizing the detector, the intrinsic spatial resolution performance for the corner sections of the crystal was degraded compared to the central section of the crystal, even when using our SBP method. It is our belief that the poorer positioning performance at the corners is because much of the light is lost (i.e., not collected by our PMT). To offset this problem, we propose to place light sensors (i.e., micro-pixel avalanche photo diodes, MAPD) at the corners along the short edge of the crystal. The new design would require an additional 8 MAPD devices. Monte Carlo simulation was used to compare the performance of the original cMiCE design and this new enhanced design. Simulation results using DETECT2000 are presented. In addition to doing light ray tracing, GEANT was used to track gamma interactions (i.e., Compton scatter and photoelectric absorption) in the crystal. Thus the simulations include the effects of Compton scatter in the detector. Results indicate that adding the sensors improves the intrinsic spatial resolution performance from 0.99 mm FWHM to 0.79 mm FWHM for the corner section of the crystal, thereby nearly matching the intrinsic spatial resolution of the center section of the crystal (i.e., 0.73 mm FWHM). These results are based upon using dual-DOI look up tables. Additional results were that energy histograms were better using just the 64 channels from the flat panel PMT than using all 72 signal channels.

我们之前已经报道了由50mm × 50mm × 8mm厚的LYSO板与64通道平板PMT耦合组成的cMiCE探测器的性能特征。在这项工作中,所有64个PMT通道都被数字化,并使用基于统计的定位方法进行事件定位。在表征探测器时,即使使用我们的SBP方法,晶体角段的固有空间分辨率性能也比晶体中心部分下降。我们认为,在弯角定位性能较差是因为大部分光线丢失(即,没有被我们的PMT收集)。为了解决这个问题,我们建议在沿晶体短边缘的角落放置光传感器(即微像素雪崩光电二极管,MAPD)。新设计将需要额外的8个MAPD器件。通过蒙特卡罗仿真比较了原cMiCE设计和新增强设计的性能。给出了利用DETECT2000进行仿真的结果。除了进行光线追踪外,GEANT还用于跟踪晶体中的伽马相互作用(即康普顿散射和光电吸收)。因此,模拟包括康普顿散射在探测器中的影响。结果表明,加入传感器后,晶体边角部分的固有空间分辨率从0.99 mm FWHM提高到0.79 mm FWHM,从而接近晶体中心部分(0.73 mm FWHM)的固有空间分辨率。这些结果是基于使用双doi查找表得出的。额外的结果是,能量直方图仅使用来自平板PMT的64通道比使用所有72个信号通道更好。
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引用次数: 0
Choosing anatomical-prior strength for MAP SPECT reconstruction to maximize lesion detectability. 选择解剖优先强度的MAP SPECT重建,以最大限度地提高病变的可检测性。
Pub Date : 2007-10-26 DOI: 10.1109/NSSMIC.2007.4437049
Andre Lehovich, Howard C Gifford, Peter B Schneider, Michael A King

With the widespread availability of SPECT/CT systems it has become feasible to incorporate prior knowledge about anatomical boundaries into the SPECT reconstruction process, thus improving observer performance on tasks of clinical interest. We determine the optimal anatomical-prior strength for lesion search by measuring area under the LROC curve using human observers. We conclude that prior strength should be chosen assuming that only organ boundaries are available, even if lesion boundaries will also be known some of the time. We also test whether or not the presence of anatomical priors affects the observer's strategy, and conclude that mixing images with and without priors does not hurt reader performance when priors are not available. Finally, we examine whether using an anatomical prior in SPECT reconstruction helps observer performance when the observer already knows the possible lesion location, and conclude for this task anatomical priors do not provide the same improvement seen in search tasks.

随着SPECT/CT系统的广泛应用,将解剖学边界的先验知识纳入SPECT重建过程变得可行,从而提高了观察者在临床任务中的表现。我们通过使用人类观察者测量LROC曲线下的面积来确定病变搜索的最佳解剖优先强度。我们的结论是,应该在只有器官边界可用的情况下选择先验强度,即使有时也知道病变边界。我们还测试了解剖先验的存在是否会影响观察者的策略,并得出结论,当先验不可用时,混合有和没有先验的图像不会损害读者的表现。最后,我们研究了当观察者已经知道可能的病变位置时,在SPECT重建中使用解剖先验是否有助于观察者的表现,并得出结论,对于该任务,解剖先验不能提供与搜索任务相同的改进。
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引用次数: 0
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IEEE Nuclear Science Symposium conference record. Nuclear Science Symposium
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