brain PET

  • 文章类型: Case Reports
    结外弥漫性大B细胞淋巴瘤(DLBCL)是一种异质性疾病过程,是一种侵袭性形式的非霍奇金淋巴瘤。我们介绍了一个有记录的危险因素的患者的DLBCL多器官受累的病例。包括[18F]氟脱氧葡萄糖正电子发射断层扫描/磁共振成像发现,突出显示了双侧三叉神经的颅内和颅外段的显着神经周围扩散。
    Extranodal diffuse large B-cell lymphoma (DLBCL) is a heterogeneous disease process and an aggressive form of non-Hodgkin\'s lymphoma. We present a case of multiorgan involvement of DLBCL in a patient with documented risk factors, including [ 18 F] fluorodeoxyglucose positron emission tomography/magnetic resonance imaging findings highlighting striking perineural spread involving intracranial and extracranial segments of the bilateral trigeminal nerves.
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  • 文章类型: Journal Article
    耶鲁大学的合作,加州大学,戴维斯,联合成像医疗公司成功开发了NeuroEXPLORER,具有高空间分辨率的专用人脑PET成像仪,高灵敏度,和一个内置的三维相机无标记连续运动跟踪。它具有很高的交互深度和飞行时间分辨率,以及52.4厘米的横向视野(FOV)和扩展的轴向FOV(49.5厘米)以增强灵敏度。这里,我们展示了物理特征,绩效评估,以及神经EXPLORER的第一张人类图像。方法:空间分辨率的测量,灵敏度,计数率性能,能量和定时分辨率,根据美国国家电气制造商协会(NEMA)NU2-2018标准执行图像质量。通过对Hoffman3维大脑模型和微型Derenzo模型的成像研究证明了该系统的性能。呈现来自健康志愿者的初始18F-FDG图像。结果:采用滤波反投影重建,径向和切向空间分辨率(半峰全宽)平均为1.64、2.06和2.51mm,轴向分辨率为2.73、2.89和2.93mm,径向偏移为1、10和20cm,分别。平均飞行时间分辨率为236ps,能量分辨率为10.5%。NEMA灵敏度为中心的46.0和47.6kcps/MBq,偏移为10厘米,分别。在FOV中心实现了11.8%的灵敏度。在58.0kBq/mL时,峰值噪声等效计数率为1.31Mcps,在5.3kBq/mL时的散射分数为36.5%。峰值噪声等效计数率下的最大计数率误差小于5%。在3次迭代时,NEMA图像质量对比度恢复系数从74.5%(10毫米球体)变化到92.6%(37毫米球体),背景变异性为3.1%至1.4%,对比度为4.0:1。示例人脑18F-FDG图像表现出非常高的分辨率,捕捉皮层和皮层下结构的复杂细节。结论:NeuroEXPLORER具有高灵敏度和高空间分辨率。随着其轴向长度长,它还可以实现高质量的脊髓成像和来自颈动脉的图像输入功能。这些性能增强将大大拓宽人脑PET范例的范围,协议,从而临床研究应用。
    The collaboration of Yale, the University of California, Davis, and United Imaging Healthcare has successfully developed the NeuroEXPLORER, a dedicated human brain PET imager with high spatial resolution, high sensitivity, and a built-in 3-dimensional camera for markerless continuous motion tracking. It has high depth-of-interaction and time-of-flight resolutions, along with a 52.4-cm transverse field of view (FOV) and an extended axial FOV (49.5 cm) to enhance sensitivity. Here, we present the physical characterization, performance evaluation, and first human images of the NeuroEXPLORER. Methods: Measurements of spatial resolution, sensitivity, count rate performance, energy and timing resolution, and image quality were performed adhering to the National Electrical Manufacturers Association (NEMA) NU 2-2018 standard. The system\'s performance was demonstrated through imaging studies of the Hoffman 3-dimensional brain phantom and the mini-Derenzo phantom. Initial 18F-FDG images from a healthy volunteer are presented. Results: With filtered backprojection reconstruction, the radial and tangential spatial resolutions (full width at half maximum) averaged 1.64, 2.06, and 2.51 mm, with axial resolutions of 2.73, 2.89, and 2.93 mm for radial offsets of 1, 10, and 20 cm, respectively. The average time-of-flight resolution was 236 ps, and the energy resolution was 10.5%. NEMA sensitivities were 46.0 and 47.6 kcps/MBq at the center and 10-cm offset, respectively. A sensitivity of 11.8% was achieved at the FOV center. The peak noise-equivalent count rate was 1.31 Mcps at 58.0 kBq/mL, and the scatter fraction at 5.3 kBq/mL was 36.5%. The maximum count rate error at the peak noise-equivalent count rate was less than 5%. At 3 iterations, the NEMA image-quality contrast recovery coefficients varied from 74.5% (10-mm sphere) to 92.6% (37-mm sphere), and background variability ranged from 3.1% to 1.4% at a contrast of 4.0:1. An example human brain 18F-FDG image exhibited very high resolution, capturing intricate details in the cortex and subcortical structures. Conclusion: The NeuroEXPLORER offers high sensitivity and high spatial resolution. With its long axial length, it also enables high-quality spinal cord imaging and image-derived input functions from the carotid arteries. These performance enhancements will substantially broaden the range of human brain PET paradigms, protocols, and thereby clinical research applications.
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  • 文章类型: Journal Article
    目标:涉及边缘区域的低代谢分布,使用[18F]氟脱氧葡萄糖(FDG)-PET在长型COVID患者中鉴定出脑干和小脑。进行这项研究是为了评估在长期症状患者的随访期间脑代谢的可能恢复。
    方法:回顾性分析了在2020年5月至2022年10月期间在我们部门进行了两次脑[18F]FDG-PET扫描的56例长COVID成年人,并与51名健康受试者进行了比较。平均而言,PET1在急性COVID-19感染后7个月(范围3-17)进行,PET2在急性感染后16个月(范围8-32)进行,因为持续的严重或致残症状,没有明显的临床恢复。基于全脑体素的分析将长型COVID患者的PET1和PET2与健康受试者的扫描结果进行了比较(未校正的p-体素<0.001,p-cluster<0.05FWE校正)和PET1到PET2(具有相同的阈值,其次,p-体素的约束较小的阈值<0.005未校正,p簇<0.05未校正)。此外,对于相同的比较,采用感兴趣区域(ROI)半定量解剖方法(p<0.05,校正).
    结果:PET1和PET2显示基于体素的低代谢,与文献中先前报道的概况一致。比较PET1和PET2的组间分析显示脑桥和小脑有轻微改善(8.4%和5.2%,分别,仅在约束较少的未校正p阈值下显著);对于脑桥,这种改善与PET1-PET2间期相关(r=0.21,p<0.05).在PET1上鉴定的14,068个低代谢体素中,有6,503个也是PET2上的低代谢体素(46%)。在PET2上鉴定的7,732个低代谢体素中,6,094个也是PET1上的低代谢体素(78%)。解剖ROI分析证实了涉及边缘区域的大脑低代谢,PET1和PET2时脑桥和小脑,PET1和PET2之间无明显变化。
    结论:长期COVID症状持续的受试者表现出脑代谢的持久缺陷,没有逐渐恶化。
    OBJECTIVE: A hypometabolic profile involving the limbic areas, brainstem and cerebellum has been identified in long COVID patients using [18F]fluorodeoxyglucose (FDG)-PET. This study was conducted to evaluate possible recovery of brain metabolism during the follow-up of patients with prolonged symptoms.
    METHODS: Fifty-six adults with long COVID who underwent two brain [18F]FDG-PET scans in our department between May 2020 and October 2022 were retrospectively analysed, and compared to 51 healthy subjects. On average, PET1 was performed 7 months (range 3-17) after acute COVID-19 infection, and PET2 was performed 16 months (range 8-32) after acute infection, because of persistent severe or disabling symptoms, without significant clinical recovery. Whole-brain voxel-based analysis compared PET1 and PET2 from long COVID patients to scans from healthy subjects (p-voxel < 0.001 uncorrected, p-cluster < 0.05 FWE-corrected) and PET1 to PET2 (with the same threshold, and secondarily with a less constrained threshold of p-voxel < 0.005 uncorrected, p-cluster < 0.05 uncorrected). Additionally, a region-of-interest (ROI) semiquantitative anatomical approach was performed for the same comparisons (p < 0.05, corrected).
    RESULTS: PET1 and PET2 revealed voxel-based hypometabolisms consistent with the previously reported profile in the literature. This between-group analysis comparing PET1 and PET2 showed minor improvements in the pons and cerebellum (8.4 and 5.2%, respectively, only significant under the less constrained uncorrected p-threshold); for the pons, this improvement was correlated with the PET1-PET2 interval (r = 0.21, p < 0.05). Of the 14,068 hypometabolic voxels identified on PET1, 6,503 were also hypometabolic on PET2 (46%). Of the 7,732 hypometabolic voxels identified on PET2, 6,094 were also hypometabolic on PET1 (78%). The anatomical ROI analysis confirmed the brain hypometabolism involving limbic region, the pons and cerebellum at PET1 and PET2, without significant changes between PET1 and PET2.
    CONCLUSIONS: Subjects with persistent symptoms of long COVID exhibit durable deficits in brain metabolism, without progressive worsening.
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  • 文章类型: Journal Article
    抗淀粉样蛋白治疗阿尔茨海默病最近进入临床实践,使阿尔茨海默病的成像生物标志物与指导患者管理更加相关。淀粉样蛋白和tauPET是有价值的工具,可以为活着的患者提供阿尔茨海默病病理生理学的客观证据,并且将越来越多地用于补充18F-FDGPET,用于认知障碍和痴呆的诊断评估。帕金森综合征,也是痴呆症的常见原因,同样可以用PET成像生物标志物进行评估,18F-DOPA,允许体内评估突触前多巴胺能神经元。了解这些PET生物标志物的作用将有助于核医学医师为认知障碍和痴呆症患者的适当诊断和管理做出贡献。为了成功评估神经退行性疾病的脑PET检查,了解必要的协议细节,以获得可靠的成像研究,每种PET放射性药物的固有局限性,图像解释中的陷阱至关重要。这篇综述将侧重于解释PET检查的基本概念,重要的程序细节,以及避免淀粉样蛋白潜在解释陷阱的指导,tau,和多巴胺能PET检查。
    Antiamyloid therapies for Alzheimer disease recently entered clinical practice, making imaging biomarkers for Alzheimer disease even more relevant to guiding patient management. Amyloid and tau PET are valuable tools that can provide objective evidence of Alzheimer pathophysiology in living patients and will increasingly be used to complement 18F-FDG PET in the diagnostic evaluation of cognitive impairment and dementia. Parkinsonian syndromes, also common causes of dementia, can likewise be evaluated with a PET imaging biomarker,18F-DOPA, allowing in vivo assessment of the presynaptic dopaminergic neurons. Understanding the role of these PET biomarkers will help the nuclear medicine physician contribute to the appropriate diagnosis and management of patients with cognitive impairment and dementia. To successfully evaluate brain PET examinations for neurodegenerative diseases, knowledge of the necessary protocol details for obtaining a reliable imaging study, inherent limitations for each PET radiopharmaceutical, and pitfalls in image interpretation is critical. This review will focus on underlying concepts for interpreting PET examinations, important procedural details, and guidance for avoiding potential interpretive pitfalls for amyloid, tau, and dopaminergic PET examinations.
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  • 文章类型: Journal Article
    突触小泡糖蛋白2A的PET成像允许突触的非侵入性定量。这项首次在人类中的研究旨在评估动力学,复测重现性,以及最近开发的突触小泡糖蛋白2APET配体的特异性结合程度,(R)-4-(3-(18F-氟)苯基)-1-((3-甲基吡啶-4-基)甲基)吡咯烷-2-酮(18F-SynVesT-2),具有快速的大脑动力学。方法:9名健康志愿者参加了这项研究,并在高分辨率研究断层扫描仪上使用18F-SynVesT-2进行了扫描。5名志愿者在不同的2天扫描2次。五名志愿者接受预注射左乙拉西坦(20mg/kg,静脉注射)。收集动脉血以计算血浆游离分数并生成动脉输入函数。将各个MR图像与大脑图集进行配准,以定义用于生成时间-活动曲线的感兴趣区域,用1-和2-组织区室(1TC和2TC)模型拟合,得出区域分布体积(VT)。从1TCVT计算区域不可位移结合电位(BPND),使用中心半卵(CS)作为参考区域。结果:合成的18F-SynVesT-2具有较高的摩尔活性(187±69MBq/nmol,n=19)。血浆中18F-SynVesT-2的母体分数在注射后30分钟为28%±8%,血浆游离分数高(0.29±0.04)。18F-SynVesT-2迅速进入大脑,在注射后10分钟内SUVpeak为8。区域时间-活动曲线与1TC和2TC模型拟合良好;然而,使用1TC模型更可靠地估计了VT。1TCVT范围从CS的1.9±0.2mL/cm3到壳核的7.6±0.8mL/cm3,具有较低的绝对重测变异性(6.0%±3.6%)。区域BPND范围从海马的1.76±0.21到壳核的3.06±0.29。20分钟的扫描足以提供可靠的VT和BPND结论:18F-SynVesT-2具有快速的动力学,高比摄取,和大脑中的低非特异性摄取。与非人类灵长类动物的结果一致,在人脑中,18F-SynVesT-2的动力学比11C-UCB-J和18F-SynVesT-1的动力学更快,并且能够在较短的动态扫描中获得脑血流和突触密度的生理信息.
    PET imaging of synaptic vesicle glycoprotein 2A allows for noninvasive quantification of synapses. This first-in-human study aimed to evaluate the kinetics, test-retest reproducibility, and extent of specific binding of a recently developed synaptic vesicle glycoprotein 2A PET ligand, (R)-4-(3-(18F-fluoro)phenyl)-1-((3-methylpyridin-4-yl)methyl)pyrrolidine-2-one (18F-SynVesT-2), with fast brain kinetics. Methods: Nine healthy volunteers participated in this study and were scanned on a High Resolution Research Tomograph scanner with 18F-SynVesT-2. Five volunteers were scanned twice on 2 different days. Five volunteers were rescanned with preinjected levetiracetam (20 mg/kg, intravenously). Arterial blood was collected to calculate the plasma free fraction and generate the arterial input function. Individual MR images were coregistered to a brain atlas to define regions of interest for generating time-activity curves, which were fitted with 1- and 2-tissue-compartment (1TC and 2TC) models to derive the regional distribution volume (V T). The regional nondisplaceable binding potential (BP ND) was calculated from 1TC V T, using the centrum semiovale (CS) as the reference region. Results: 18F-SynVesT-2 was synthesized with high molar activity (187 ± 69 MBq/nmol, n = 19). The parent fraction of 18F-SynVesT-2 in plasma was 28% ± 8% at 30 min after injection, and the plasma free fraction was high (0.29 ± 0.04). 18F-SynVesT-2 entered the brain quickly, with an SUVpeak of 8 within 10 min after injection. Regional time-activity curves fitted well with both the 1TC and the 2TC models; however, V T was estimated more reliably using the 1TC model. The 1TC V T ranged from 1.9 ± 0.2 mL/cm3 in CS to 7.6 ± 0.8 mL/cm3 in the putamen, with low absolute test-retest variability (6.0% ± 3.6%). Regional BP ND ranged from 1.76 ± 0.21 in the hippocampus to 3.06 ± 0.29 in the putamen. A 20-min scan was sufficient to provide reliable V T and BP ND Conclusion: 18F-SynVesT-2 has fast kinetics, high specific uptake, and low nonspecific uptake in the brain. Consistent with the nonhuman primate results, the kinetics of 18F-SynVesT-2 is faster than the kinetics of 11C-UCB-J and 18F-SynVesT-1 in the human brain and enables a shorter dynamic scan to derive physiologic information on cerebral blood flow and synapse density.
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  • 文章类型: Journal Article
    背景:在CriduChat(CdC)中,癌症作为合并症极为罕见。在丹麦的数据库中,西班牙,澳大利亚,新西兰,和日本,没有癌症的报道;在意大利和德国,在321种CdCs中鉴定出4种癌症。
    方法:在一名29岁的CdC患者中,呕血后的临床研究导致食管腺癌(EAC)的诊断。还观察到高疼痛阈值。常规和分子细胞遗传学定义了缺失的大小,和外显子组分析完成了三人的分子工作。
    结果:细胞遗传学分析显示从头染色体改变:46,XY,ishdel(5)(p14.3)(D5S28-)和ARR[GRCh37]5p15.33p14.3(1498180_19955760)x1。定量感官测试显示出高的热阈值。对大脑进行的18f-氟代脱氧葡萄糖PET/TC扫描未能检测到体感区域或岛叶皮质的代谢减少。三人(患者和父母)的外显子组分析未能确定变体被解释为EAC的可能风险因素。
    结论:我们得出结论,存在众所周知的危险因素(男性,肥胖,胃食管反流,和Barrett的化生)在表达不适或参考临床症状的能力非常有限的患者中一直是发生EAC的主要危险因素。目前,根据现有数据,没有证据表明CdC患者患癌症的风险增加.
    BACKGROUND: In Cri du Chat (CdC), cancer as comorbidity is extremely rare. In databases from Denmark, Spain, Australia, New Zealand, and Japan, no cancer was reported; in Italy and Germany, four cancers were identified out of 321 CdCs.
    METHODS: In a 29-year-old CdC patient, clinical investigations following hematemesis led to the diagnosis of esophageal adenocarcinoma (EAC). A high pain threshold was also observed. Conventional and molecular cytogenetic defined the size of the deletion, and exome analysis on the trio completed the molecular work.
    RESULTS: Cytogenetic analysis showed a de novo chromosomal alteration: 46,XY,ishdel(5)(p14.3)(D5S28-) and arr[GRCh37] 5p15.33p14.3(1498180_19955760)x1. A quantitative sensory test demonstrated a high heat threshold. A 18f-fluorodeoxyglucose PET/TC scan of the brain failed to detect reduction of metabolism in the somatosensory area or insular cortex. Exome analysis in the trio (patient and parents) failed to identify variants to be interpreted as a likely risk factor for EAC.
    CONCLUSIONS: We conclude that the presence of well-known risk factors (maleness, obesity, gastroesophageal reflux, and Barrett\'s metaplasia) in a patient with very limited capability of expressing discomfort or referring clinical symptoms have been the main risk factors for developing EAC. At present, based on the available data, there is no evidence of any increased risk of developing cancer in CdC patients.
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  • 文章类型: Journal Article
    头部运动校正是脑PET成像的重要组成部分,其中即使是小幅度的运动也会极大地降低图像质量并引入伪影。在以前工作的基础上,我们提出了一个新的头部运动校正框架,以快速重建为输入。所提出的方法的主要特征是:(i)采用高分辨率短帧快速重建工作流程;(ii)开发用于PET数据表示提取的新型编码器;以及(iii)实现数据增强技术。进行消融研究以评估这些设计选择中的每一个的个体贡献。此外,多学科研究是在18F-FPEB数据集上进行的,通过MOLAR重建研究和相应的大脑感兴趣区域(ROI)标准摄取值(SUV)评估,对方法性能进行了定性和定量评估。此外,我们还将我们的方法与传统的基于强度的配准方法进行了比较。我们的结果表明,该方法在所有主题上都优于其他方法,并且可以准确地估计出训练集之外的受试者的运动。所有代码均可在GitHub上公开获得:https://github.com/OnofreyLab/dl-hmc_fast_recon_miccai2023。
    Head motion correction is an essential component of brain PET imaging, in which even motion of small magnitude can greatly degrade image quality and introduce artifacts. Building upon previous work, we propose a new head motion correction framework taking fast reconstructions as input. The main characteristics of the proposed method are: (i) the adoption of a high-resolution short-frame fast reconstruction workflow; (ii) the development of a novel encoder for PET data representation extraction; and (iii) the implementation of data augmentation techniques. Ablation studies are conducted to assess the individual contributions of each of these design choices. Furthermore, multi-subject studies are conducted on an 18F-FPEB dataset, and the method performance is qualitatively and quantitatively evaluated by MOLAR reconstruction study and corresponding brain Region of Interest (ROI) Standard Uptake Values (SUV) evaluation. Additionally, we also compared our method with a conventional intensity-based registration method. Our results demonstrate that the proposed method outperforms other methods on all subjects, and can accurately estimate motion for subjects out of the training set. All code is publicly available on GitHub: https://github.com/OnofreyLab/dl-hmc_fast_recon_miccai2023.
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  • 文章类型: Journal Article
    目标:飞行时间(TOF)能力和高灵敏度对于大脑专用正电子发射断层扫描(PET)成像至关重要,因为它们提高了对比度和信噪比(SNR),从而可以精确定位不同大脑区域的功能机制。&#xD;方法:我们提出了一种新的大脑PET系统,其横向和轴向视场(FOV)分别为320毫米和255毫米,分别。系统头是一个由6x6个检测元件组成的阵列,每个由3.9x3.9x20mm3的LYSO晶体和3.93x3.93mm2的SiPM组成。SiPM模拟信号使用多电压阈值(MVT)技术单独数字化,采用1:1:1耦合配置。&#xD;主要结果:大脑PET系统在5.3kBq/mL时的TOF分辨率为249ps,平均灵敏度为22.1cps/kBq,以及在8.36kBq/mL时150.9kcps的噪声等效计数率(NECR)峰值。此外,迷你Derenzo幻影研究证明了该系统能够区分直径为2.0毫米的杆。此外,将TOF重建算法结合到图像质量体模研究中,优化了背景变异性,导致从44%(37毫米)到75%(10毫米)与可比的对比度范围内的减少。在人脑成像研究中,在包含TOF的情况下,信噪比(SNR)提高了1.7倍,从27.07增加到46.05。进行了时间动态人脑成像,显示皮质和丘脑摄取的独特特征,以及每时2s的动脉和静脉流量。&#xD;意义:该系统表现出良好的TOF能力,再加上基于MVT数字采样技术的高灵敏度和计数率性能。开发的具有TOF功能的脑PET系统为精确的动态脑PET成像提供了可能性,迈向新的定量预测大脑诊断。
    Objective.Time-of-flight (TOF) capability and high sensitivity are essential for brain-dedicated positron emission tomography (PET) imaging, as they improve the contrast and the signal-to-noise ratio (SNR) enabling a precise localization of functional mechanisms in the different brain regions.Approach.We present a new brain PET system with transverse and axial field-of-view (FOV) of 320 mm and 255 mm, respectively. The system head is an array of 6 × 6 detection elements, each consisting of a 3.9 × 3.9 × 20 mm3lutetium-yttrium oxyorthosilicate crystal coupled with a 3.93 × 3.93 mm2SiPM. The SiPMs analog signals are individually digitized using the multi-voltage threshold (MVT) technology, employing a 1:1:1 coupling configuration.Main results.The brain PET system exhibits a TOF resolution of 249 ps at 5.3 kBq ml-1, an average sensitivity of 22.1 cps kBq-1, and a noise equivalent count rate (NECR) peak of 150.9 kcps at 8.36 kBq ml-1. Furthermore, the mini-Derenzo phantom study demonstrated the system\'s ability to distinguish rods with a diameter of 2.0 mm. Moreover, incorporating the TOF reconstruction algorithm in an image quality phantom study optimizes the background variability, resulting in reductions ranging from 44% (37 mm) to 75% (10 mm) with comparable contrast. In the human brain imaging study, the SNR improved by a factor of 1.7 with the inclusion of TOF, increasing from 27.07 to 46.05. Time-dynamic human brain imaging was performed, showing the distinctive traits of cortex and thalamus uptake, as well as of the arterial and venous flow with 2 s per time frame.Significance.The system exhibited a good TOF capability, which is coupled with the high sensitivity and count rate performance based on the MVT digital sampling technique. The developed TOF-enabled brain PET system opens the possibility of precise kinetic brain PET imaging, towards new quantitative predictive brain diagnostics.
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  • 文章类型: Journal Article
    我们专注于回顾具有不规则几何形状的专用PET扫描仪的最新发展以及多功能PET成像的不同方面的潜力。首先,我们讨论了非常规PET探测器几何形状的进展。然后,我们提出了针对乳房的器官专用PET扫描仪的创新设计,大脑,前列腺,和心脏成像。我们还将回顾不规则几何形状的PET扫描仪的图像重建算法的挑战和可能的伪影,例如非圆柱形和部分角度覆盖几何形状以及如何解决它们。然后,我们试图解决一些关于专用PET扫描仪的成本/收益分析的公开问题,理论概念设计离市场/诊所有多远,以及在不影响性能的情况下降低制造成本的策略。
    We focus on reviewing state-of-the-art developments of dedicated PET scanners with irregular geometries and the potential of different aspects of multifunctional PET imaging. First, we discuss advances in non-conventional PET detector geometries. Then, we present innovative designs of organ-specific dedicated PET scanners for breast, brain, prostate, and cardiac imaging. We will also review challenges and possible artifacts by image reconstruction algorithms for PET scanners with irregular geometries, such as non-cylindrical and partial angular coverage geometries and how they can be addressed. Then, we attempt to address some open issues about cost/benefits analysis of dedicated PET scanners, how far are the theoretical conceptual designs from the market/clinic, and strategies to reduce fabrication cost without compromising performance.
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  • 文章类型: Journal Article
    背景:已提出图像协调,以最大程度地减少在多中心研究中获得的脑PET扫描中的异质性。然而,缺乏标准的验证方法和软件工具。这里,我们在一项多中心的欧洲临床试验中评估了脑PET扫描统一框架的性能.
    方法:在28个PET系统中获取Hoffman3D脑模型,并使用特定部位的设置进行重建。对于每次扫描,估计有效图像分辨率(EIR)的半峰全宽(FWHM)和协调核。选择目标EIR作为成像网络中最粗的EIR。使用\"霍夫曼3D大脑分析工具,“在协调前后计算图像质量指标:变异系数(COV%),灰质恢复系数(GMRC),对比,冷点RC,和左右GMRC比率。设定COV%≤15%和对比度≥2.2作为验收标准。重复该程序以在扫描的子集中实现6mm目标EIR。评估了该方法对典型剂量校准器误差的鲁棒性。
    结果:整个系统的EIR范围为3.3至8.1毫米,并且选择8mm的EIR作为目标分辨率。统一后,所有扫描均符合可接受的图像质量标准,而之前只有13人(39.4%)这样做。协调程序导致较低的系统间变异性指标:平均值±SDCOV%(从16.97±6.03到7.86±1.47%),GMRC四分位数间范围(0.040-0.012),和对比度SD(0.14-0.05)。用6-mmFWHM靶EIR获得类似的结果。DRO活性中±10%的误差导致估计的EIR中低于1mm的差异。
    结论:协调脑PET扫描的EIR显著降低了图像质量变异性,同时对定量准确性的影响最小。该方法可以前瞻性地用于协调扫描以达到更清晰的分辨率,并且对剂量校准器误差具有鲁棒性。在脑PET多中心研究中可获得相当的图像质量,同时保持定量准确性。
    BACKGROUND: Image harmonization has been proposed to minimize heterogeneity in brain PET scans acquired in multi-center studies. However, standard validated methods and software tools are lacking. Here, we assessed the performance of a framework for the harmonization of brain PET scans in a multi-center European clinical trial.
    METHODS: Hoffman 3D brain phantoms were acquired in 28 PET systems and reconstructed using site-specific settings. Full Width at Half Maximum (FWHM) of the Effective Image Resolution (EIR) and harmonization kernels were estimated for each scan. The target EIR was selected as the coarsest EIR in the imaging network. Using \"Hoffman 3D brain Analysis tool,\" indicators of image quality were calculated before and after the harmonization: The Coefficient of Variance (COV%), Gray Matter Recovery Coefficient (GMRC), Contrast, Cold-Spot RC, and left-to-right GMRC ratio. A COV% ≤ 15% and Contrast ≥ 2.2 were set as acceptance criteria. The procedure was repeated to achieve a 6-mm target EIR in a subset of scans. The method\'s robustness against typical dose-calibrator-based errors was assessed.
    RESULTS: The EIR across systems ranged from 3.3 to 8.1 mm, and an EIR of 8 mm was selected as the target resolution. After harmonization, all scans met acceptable image quality criteria, while only 13 (39.4%) did before. The harmonization procedure resulted in lower inter-system variability indicators: Mean ± SD COV% (from 16.97 ± 6.03 to 7.86 ± 1.47%), GMRC Inter-Quartile Range (0.040-0.012), and Contrast SD (0.14-0.05). Similar results were obtained with a 6-mm FWHM target EIR. Errors of ± 10% in the DRO activity resulted in differences below 1 mm in the estimated EIR.
    CONCLUSIONS: Harmonizing the EIR of brain PET scans significantly reduced image quality variability while minimally affecting quantitative accuracy. This method can be used prospectively for harmonizing scans to target sharper resolutions and is robust against dose-calibrator errors. Comparable image quality is attainable in brain PET multi-center studies while maintaining quantitative accuracy.
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