single-photon emission computed tomography

单光子发射计算机断层扫描
  • 文章类型: Journal Article
    目的:确定功能压力测试和计算机断层扫描血管造影(CTA)诊断阻塞性冠状动脉疾病(CAD)的有效性。
    结果:在心脏CT联盟的国际合作荟萃分析中纳入了两千九百二十名有症状的稳定型胸痛患者,以比较CTA与运动心电图(运动-ECG)和单光子发射计算机断层扫描(SPECT)诊断CAD的差异。广义线性混合模型用于计算每个诊断测试的诊断准确性,包括非诊断结果作为具有随机截距和斜率的逻辑回归模型中的因变量。协变量是参考标准ICA,诊断方法的类型,和他们的互动。与54.9%(47.9-61.7)和60.9%(53.4-66.3)的运动心电图相比,CTA显示出明显更好的诊断性能(p<0.0001),灵敏度为94.6%(95%CI92.7-96),特异性为76.3%(72.2-80)。SPECT为72.9%(65-79.6)和44.9%(36.8-53.4),分别。在临床预测试概率为10%或更高的患者中,CTA的阳性预测值≥50%,而在预测试概率≥40%和28%的情况下,ECG和SPECT就是这种情况。在预测试概率高达74%的患者中,CTA可靠地排除了阻塞性CAD,测试后概率低于15%。
    结论:在稳定型胸痛患者中,CTA比功能测试更有效地诊断以及可靠地排除阻塞性CAD。CTA应在具有中等预测试概率的患者中广泛采用。
    背景:用于系统评论的PROSPERO数据库-CRD42012002780。
    在有症状的稳定型胸痛患者中,冠状动脉CTA比功能测试更有效地诊断和可靠地排除阻塞性CAD在CAD的中等预测概率中。
    结论:与运动心电图和SPECT相比,冠状动脉计算机断层扫描血管造影术对冠状动脉疾病的诊断表现明显更好(p<0.0001)。在临床预测概率至少为10%的患者中,冠状动脉计算机断层扫描血管造影的阳性预测值≥50%,心电图≥40%,和SPECT28%。冠状动脉计算机断层扫描血管造影可靠地排除了阻塞性冠状动脉疾病,在测试前概率高达74%的患者中,测试后概率低于15%。
    OBJECTIVE: To determine the effectiveness of functional stress testing and computed tomography angiography (CTA) for diagnosis of obstructive coronary artery disease (CAD).
    RESULTS: Two-thousand nine-hundred twenty symptomatic stable chest pain patients were included in the international Collaborative Meta-Analysis of Cardiac CT consortium to compare CTA with exercise electrocardiography (exercise-ECG) and single-photon emission computed tomography (SPECT) for diagnosis of CAD defined as ≥ 50% diameter stenosis by invasive coronary angiography (ICA) as reference standard. Generalised linear mixed models were used for calculating the diagnostic accuracy of each diagnostic test including non-diagnostic results as dependent variables in a logistic regression model with random intercepts and slopes. Covariates were the reference standard ICA, the type of diagnostic method, and their interactions. CTA showed significantly better diagnostic performance (p < 0.0001) with a sensitivity of 94.6% (95% CI 92.7-96) and a specificity of 76.3% (72.2-80) compared to exercise-ECG with 54.9% (47.9-61.7) and 60.9% (53.4-66.3), SPECT with 72.9% (65-79.6) and 44.9% (36.8-53.4), respectively. The positive predictive value of CTA was ≥ 50% in patients with a clinical pretest probability of 10% or more while this was the case for ECG and SPECT at pretest probabilities of ≥ 40 and 28%. CTA reliably excluded obstructive CAD with a post-test probability of below 15% in patients with a pretest probability of up to 74%.
    CONCLUSIONS: In patients with stable chest pain, CTA is more effective than functional testing for the diagnosis as well as for reliable exclusion of obstructive CAD. CTA should become widely adopted in patients with intermediate pretest probability.
    BACKGROUND: PROSPERO Database for Systematic Reviews-CRD42012002780.
    UNASSIGNED: In symptomatic stable chest pain patients, coronary CTA is more effective than functional testing for diagnosis and reliable exclusion of obstructive CAD in intermediate pretest probability of CAD.
    CONCLUSIONS: Coronary computed tomography angiography showed significantly better diagnostic performance (p < 0.0001) for diagnosis of coronary artery disease compared to exercise-ECG and SPECT. The positive predictive value of coronary computed tomography angiography was ≥ 50% in patients with a clinical pretest probability of at least 10%, for ECG ≥ 40%, and for SPECT 28%. Coronary computed tomography angiography reliably excluded obstructive coronary artery disease with a post-test probability of below 15% in patients with a pretest probability of up to 74%.
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  • 文章类型: Journal Article
    为了有效治疗脑动静脉畸形(AVM),必须了解外周流动调节和代谢状态。在这项研究中,我们使用15O-氧正电子发射断层扫描(PET)后处理分析来研究AVMnidal区域的血管放射性。在连续吸入15O2和C15O2的过程中,对7名未破裂的AVM患者进行了单动态PET成像。采用先前验证的双示踪剂基函数方法(DBFM)来计算参数图像。我们的研究结果如下。首先,在偏远和对侧AVM地区,DBFM和先前的双示踪剂放射自显影(DARG)方法在脑血流量(CBF)中显示出强正相关,脑氧代谢率(CMRO2),和氧提取分数。第二,外周CBF和CMRO2相关性较低,与DBFM相比,DARG出现了高估。第三,将DBFM与定量的123I-碘苯丙胺单光子发射计算机断层扫描(SPECT)进行比较,CBF显著相关。相比之下,DARG与定量123I-碘苯丙胺-SPECT之间的相关性在周围区域较弱。第四,对组织时间-活性曲线的分析显示,在对照中使用新型制剂具有良好的可重复性,peri-nidus,和核心区域,表明这种方法的充分性。总的来说,DBFM方法有望用于评估AVM患者的血流动力学改变。
    To effectively treat cerebral arteriovenous malformations (AVMs), peri-nidal flow regulation and metabolic status must be understood. In this study, we used 15O-oxygen positron emission tomography (PET) post-processing analysis to investigate vascular radioactivity in the nidal region of AVMs. Single-dynamic PET imaging was performed on seven unruptured AVM patients during the sequential inhalation of 15O2 and C15O2. A previously validated dual-tracer basis function method (DBFM) was employed to calculate parametric images. The results of our study were as follows. First, in remote and contralateral AVM regions, DBFM and a previous approach of dual-tracer autoradiography (DARG) showed strong positive correlations in cerebral blood flow (CBF), cerebral oxygen metabolism rate (CMRO2), and oxygen extraction fraction. Second, peri-nidal CBF and CMRO2 correlation was lower, and overestimation occurred with DARG compared to with DBFM. Third, on comparing DBFM to quantitative 123I-iodoamphetamine single-photon emission computed tomography (SPECT), CBF correlated significantly. In contrast, the correlation between DARG and quantitative 123I-iodoamphetamine-SPECT was weaker in the peri-nidal regions. Fourth, analysis of tissue time-activity curves demonstrated good reproducibility using the novel formulation in the control, peri-nidus, and core nidal regions, indicating the adequacy of this approach. Overall, the DBFM approach holds promise for assessing haemodynamic alterations in patients with AVMs.
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  • 文章类型: Journal Article
    背景:Gerstmann-Sträussler-Scheinker病(GSS)是一种常染色体显性遗传的朊病毒疾病,最常与人朊病毒蛋白基因(PRNP)-P102L突变相关。尽管患者表现出相当大的表型异质性,黑质纹状体系统的受累尚未得到充分研究。
    方法:我们使用123I-碘氟烷进行了多巴胺转运体单光子发射计算机断层扫描(DAT-SPECT),以研究9例PRNP-P102L突变患者的黑质纹状体系统功能。我们还检查了另一名患者的病理发现,该患者的主要特征是共济失调,并在疾病发作5年后死亡。
    结果:两名患者的特异性结合比(SBR)值表明纹状体对123I-碘氟烷的摄取显着降低。其中一名患者在疾病发作后6个月进行了DAT-SPECT检查,这些患者表现出模仿克雅氏病的快速发展的认知能力下降。在另一名患者发病9年后也进行了DAT-SPECT,该患者在初始阶段表现出涉及共济失调和痴呆的GSS的常规特征,但在检查时表现出运动障碍。另一位患者在疾病发作2年后检查,主要表现为共济失调,显示SBR值略有异常。尸检病例显示黑质神经元中度丢失,在大脑的大多数其他部分,神经元丢失的程度相似。
    结论:与PRNP-P102L突变相关的GSS患者可能发生黑质纹状体系统受累,即使帕金森主义不是主要特征。
    BACKGROUND: Gerstmann-Sträussler-Scheinker disease (GSS) is an autosomal-dominant inherited prion disease most often associated with the human prion protein gene (PRNP)-P102L mutation. Although patients manifest considerable phenotypic heterogeneity, the involvement of the nigrostriatal system has not been well-studied.
    METHODS: We performed dopamine transporter single-photon emission computed tomography (DAT-SPECT) using 123I-ioflupane to investigate the nigrostriatal system function in nine patients with the PRNP-P102L mutation. We also examined the pathological findings in another patient whose predominant feature was ataxia and who died 5 years after disease onset.
    RESULTS: Striatum uptake of 123I-ioflupane indicated by specific binding ratio (SBR) values was significantly reduced in two patients. The DAT-SPECT examination was performed 6 months after disease onset in one of these patients who manifested rapidly developing cognitive decline mimicking Creutzfeldt-Jakob disease. DAT-SPECT was also performed 9 years after disease onset in another patient who manifested the conventional features of GSS involving ataxia and dementia in the initial phase but showed akinetic mutism at the examination time. Another patient examined 2 years after disease onset who predominantly manifested ataxia showed marginally abnormal SBR values. An autopsy case showed moderate neuronal loss in the substantia nigra, and the degree of neuronal loss was similar in most other parts of the brain.
    CONCLUSIONS: Nigrostriatal system involvement may occur in patients with GSS associated with the PRNP-P102L mutation, even though parkinsonism is not the predominant feature.
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  • 文章类型: Journal Article
    睡眠在生理学中起着至关重要的作用,让大脑和身体自我恢复。尽管发挥了关键作用,我们对睡眠中的人脑的基本过程的理解仍然有限。睡眠包括具有不同深度和时间组成的几个不同阶段。脑血流量(CBF),为大脑提供必需的营养和氧气,在这些睡眠阶段,不同的大脑区域各不相同,反映神经元功能和调节的变化。这项系统评价和荟萃分析评估了跨睡眠阶段的全球和区域CBF。我们包括,已评估,并总结了所有38项已发表的关于健康人类CBF的睡眠研究,这些研究没有或仅轻微(<24小时)睡眠不足。我们的主要发现是CBF随睡眠阶段和深度而变化,通常在NREM睡眠中最低,在REM睡眠中最高。这些变化似乎源于睡眠阶段特定的区域大脑活动,这些活动具有特定的功能,例如意识和情绪处理的改变。
    Sleep plays an essential role in physiology, allowing the brain and body to restore itself. Despite its critical role, our understanding of the underlying processes in the sleeping human brain is still limited. Sleep comprises several distinct stages with varying depths and temporal compositions. Cerebral blood flow (CBF), which delivers essential nutrients and oxygen to the brain, varies across brain regions throughout these sleep stages, reflecting changes in neuronal function and regulation. This systematic review and meta-analysis assesses global and regional CBF across sleep stages. We included, appraised, and summarized all 38 published sleep studies on CBF in healthy humans that were not or only slightly (<24 h) sleep deprived. Our main findings are that CBF varies with sleep stage and depth, being generally lowest in NREM sleep and highest in REM sleep. These changes appear to stem from sleep stage-specific regional brain activities that serve particular functions, such as alterations in consciousness and emotional processing.
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  • 文章类型: Journal Article
    骨单光子发射计算机断层扫描(SPECT)优先定位显示更大的骨重建和增强灌注的区域,这有助于识别腰椎小关节(LFJs)的疼痛和炎症区域。在这里,我们研究了LFJ起源的下腰痛(LBP)患者关节内(IA)皮质类固醇注射的治疗结果,这取决于骨SPECT对LFJ摄取的增加.
    我们回顾性招募了38例LFJ起源的LBP患者。在38名患者中,22例患者骨SPECT(SPECT+组)摄取增加,16例患者在骨SPECT(SPECT组)上未显示出摄取增加。使用数字评定量表(NRS)评估皮质类固醇注射治疗后1个月的疼痛减轻情况。当治疗后NRS评分低于治疗前NRS评分≥50%时,认为治疗成功。
    在1个月随访时,SPECT+组的NRS评分明显低于SPECT-组。此外,SPECT+组的NRS评分变化程度大于SPECT-组。此外,SPECT+组22例患者中有18例(81.8%)接受了成功治疗。SPECT组16例患者中有8例(50%)接受了成功的治疗。SPECT+组成功治疗的比率明显高于SPECT-组。
    骨SPECT可以帮助预测IALFJ皮质类固醇注射后的治疗结果,并确定LFJ起源LBP患者的治疗方案。
    UNASSIGNED: Bone single-photon emission computed tomography (SPECT) preferentially localizes areas exhibiting greater bone remodeling and enhanced perfusion, which helps identify areas of pain and inflammation in the lumbar facet joints (LFJs). Herein, we investigated the treatment outcome of intraarticular (IA) corticosteroid injection in patients with LFJ-origin lower back pain (LBP) depending on the presence of increased LFJ uptake on bone SPECT.
    UNASSIGNED: We retrospectively recruited 38 patients with LFJ-origin LBP. Of the 38 patients, 22 patients showed increased uptake on bone SPECT (SPECT+ group), and 16 patients did not show increased uptake on bone SPECT (SPECT- group). A numeric rating scale (NRS) was used to assess pain reduction 1 month after treatment with a corticosteroid injection. Treatment was considered successful when the posttreatment NRS score was ≥50% lower than the pretreatment NRS score.
    UNASSIGNED: The NRS scores of the SPECT+ group at the 1-month follow-up were significantly lower than those of the SPECT- group. Additionally, the degree of change in the NRS scores was larger in the SPECT+ group than that in the SPECT- group. In addition, 18 of the 22 patients (81.8%) in the SPECT+ group underwent successful treatment. Eight of the 16 patients (50%) in the SPECT- group underwent successful treatment. The ratio of successful treatment was significantly higher in the SPECT+ group than in the SPECT- group.
    UNASSIGNED: Bone SPECT could help predict the therapeutic outcome after IA LFJ corticosteroid injection and determine the treatment plan for patients with LFJ-origin LBP.
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  • 文章类型: Journal Article
    目的了解北京市核医学人员和设施的基本情况。方法本次调查由北京市质控中心于2018年进行。调查包括人员,设备,和临床应用,然后将数据与以前的调查进行比较。采用纸质问卷进行调查,这需要有关人员的信息,设备,和临床应用。结果北京市共有38个核医学科室参与调查。2018年核医学工作人员人数为531人,在过去十年中增长了58.7%。正电子发射断层扫描/计算机断层扫描(PET/CT),单光子发射计算机断层扫描(SPECT),单光子发射计算机断层扫描/计算机断层扫描(SPECT/CT)代表了主要的核医学设施,接受调查的部门总数分别为18、24和34个。质量控制结果显示,与2005年相比有了显着提高。闪烁显像程序的总数估计为199,607(153,185SPECT和46,422PET/CT)。在2018年期间,SPECT的每年闪烁显像图像数量估计为每千人8.9,PET/CT为每千人2.7。2018年,最常见的放射性碘靶向治疗是131I靶向治疗甲状腺功能亢进。结论核医学在过去10年中在北京经历了快速增长,无论是在人事上,设备,和闪烁显像术。未来的工作将集中在诊断中使用新的同位素,实施质量战略,加强培训。
    Objective  Our objective was to investigate the basic information of the personnel and facilities of nuclear medicine in Beijing. Methods  This survey was performed by the Beijing Quality Control Center in 2018. The investigation included personnel, equipment, and clinical applications, and data were then compared with previous surveys. The paper questionnaires were used for the survey, which required information about the personnel, devices, and clinical applications. Results  About 38 nuclear medicine departments in Beijing were involved in the survey. The number of nuclear medicine staff was 531 in 2018, showing an increase of 58.7% over the past decade. Positron emission tomography/computed tomography (PET/CT), single-photon emission computed tomography (SPECT), and single-photon emission computed tomography/computed tomography (SPECT/CT) represented the main nuclear medicine facilities, and the total number of surveyed departments was 18, 24, and 34, respectively. The quality control results showed significant improvement from the 2005 levels. The total number of scintigraphy procedures was estimated at 199,607 (153,185 SPECT and 46,422 PET/CT). The estimated annual number of scintigraphy images was 8.9 per 1,000 population for SPECT and 2.7 per 1,000 population for PET/CT during 2018. The most frequent radioiodine-targeted therapy was 131 I-targeted therapy for hyperthyroidism in 2018. Conclusion  Nuclear medicine has experienced rapid growth in the past 10 years in Beijing, either in personnel, equipment, and scintigraphy. Future efforts will focus on the use of new isotopes in the diagnosis, implementing quality strategy, and enhancing training.
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  • 文章类型: Journal Article
    类风湿性关节炎(RA)是由软骨关节炎症引起的系统性自身免疫性疾病,破坏关节和软骨,导致滑膜炎和血管推拉的形成。RA的及时发现和有效管理对于减轻炎症性关节炎的后果至关重要。可能影响疾病进展。使用放射性标记的靶向载体的核医学为RA诊断和对治疗评估的反应提供了有希望的途径。放射性药物,如99m(99mTc),结合单光子发射计算机断层扫描(SPECT)结合CT(SPECT/CT),引入了一种更精细的诊断方法,通过精确的解剖定位提高准确性,代表了用于RA评估的混合分子成像的显着进步。这篇综合综述讨论了现有的研究,包括体外,在体内,和临床研究探讨99mTc放射性标记靶向载体SPECT显像在RA诊断中的应用。本综述的目的是强调该策略通过改善RA的早期发现和管理来提高患者预后的潜力。
    Rheumatoid arthritis (RA) is a systemic autoimmune disorder caused by inflammation of cartilaginous diarthrodial joints that destroys joints and cartilage, resulting in synovitis and pannus formation. Timely detection and effective management of RA are pivotal for mitigating inflammatory arthritis consequences, potentially influencing disease progression. Nuclear medicine using radiolabeled targeted vectors presents a promising avenue for RA diagnosis and response to treatment assessment. Radiopharmaceutical such as technetium-99m (99mTc), combined with single photon emission computed tomography (SPECT) combined with CT (SPECT/CT), introduces a more refined diagnostic approach, enhancing accuracy through precise anatomical localization, representing a notable advancement in hybrid molecular imaging for RA evaluation. This comprehensive review discusses existing research, encompassing in vitro, in vivo, and clinical studies to explore the application of 99mTc radiolabeled targeting vectors with SPECT imaging for RA diagnosis. The purpose of this review is to highlight the potential of this strategy to enhance patient outcomes by improving the early detection and management of RA.
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  • 文章类型: Journal Article
    回顾性研究。
    使用单光子发射计算机断层扫描(SPECT-CT)中最大标准摄取值(SUVmax)和平均Hounsfield单位(HU)的半定量分析,比较和关联99m亚甲基二膦酸盐在良性和转移性骨病变之间的摄取。
    在骨闪烁显像上对乳腺癌转移性骨病变的定性解释通常因并存的良性病变而复杂化。
    总共,在32例患者的骨和SPECT-CT扫描中发现185个病灶。在低剂量CT上,病变在形态学上分为转移性(109个硬化性病变)和良性(76个病变)。使用SUVmax和平均HU对病变进行半定量分析并进行比较。区分良性和转移性病变,SUVmax和平均HU之间的相关性使用组内相关系数确定.
    转移性病变的SUVmax较高(20.66±14.36),而良性病变的SUVmax较低(10.18±12.79)(p<0.001)。转移性病变的平均HU较低(166.62±202.02),而良性病变的平均HU较高(517.65±192.8)(p<0.001)。对于良性病变,SUVmax和平均HU之间存在弱负相关,在恶性病变上,SUVmax和平均HU之间呈弱正相关,无统计学意义(分别为p=0.394和0.312)。在区分良性和恶性骨病变方面,SUVmax的临界值为10.8(灵敏度为82.6%,特异性为84.2%),平均HU为240.86(灵敏度为98.7%,特异性为88.1%)。
    使用SUVmax和HU的半定量评估可以补充定性分析。与良性病变相比,转移性病变的SUVmax较高,但平均HU较低,而良性病变显示较高的平均HU,但较低的SUVmax。在恶性和良性病变上,SUVmax与平均HU之间存在弱相关性。SUVmax的截止值为10.8,平均HU的截止值为240.86,可以将骨转移与良性病变区分开。
    METHODS: Retrospective study.
    OBJECTIVE: To compare and correlate technetium-99m methylene diphosphonate uptake between benign and metastatic bone lesions using semiquantitative analysis of maximum standard uptake value (SUVmax) and mean Hounsfield unit (HU) in single-photon emission computed tomography-computed tomography (SPECT-CT).
    BACKGROUND: Qualitative interpretation of metastatic bone lesions in breast cancer on bone scintigraphy is often complicated by coexisting benign lesions.
    METHODS: In total, 185 lesions were identified on bone and SPECT-CT scans from 32 patients. Lesions were classified as metastatic (109 sclerotic lesions) and benign (76 lesions) morphologically on low-dose CT. Semiquantitative analysis using SUVmax and mean HU was performed on the lesions and compared. To discriminate benign and metastatic lesions, the correlation between SUVmax and mean HU was determined using the intraclass correlation coefficients.
    RESULTS: The SUVmax was higher in metastatic lesions (20.66±14.36) but lower in benign lesions (10.18±12.79) (p<0.001). The mean HU was lower in metastatic lesions (166.62±202.02) but higher in benign lesions (517.65±192.8) (p<0.001). A weak negative correlation was found between the SUVmax and the mean HU for benign lesions, and a weak positive correlation was noted between the SUVmax and the mean HU on malignant lesions with no statistical significance (p=0.394 and 0.312, respectively). The cutoff values obtained were 10.8 for SUVmax (82.6% sensitivity and 84.2% specificity) and 240.86 for the mean HU (98.7% sensitivity and 88.1% specificity) in differentiating benign from malignant bone lesions.
    CONCLUSIONS: Semiquantitative assessment using SUVmax and HU can complement qualitative analysis. Metastatic lesions had higher SUVmax but lower mean HU than benign lesions, whereas benign lesions demonstrated higher mean HU but lower SUVmax. A weak correlation was found between the SUVmax and the mean HU on malignant and benign lesions. Cutoff values of 10.8 for the SUVmax and 240.86 for the mean HU may differentiate bone metastases from benign lesions.
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  • 文章类型: Journal Article
    我们开发了一种骨骼专用准直器,该准直器具有更高的灵敏度,但在用于平面骨骼闪烁显像的单光子发射计算机断层扫描(SPECT)上的分辨率略有下降,与传统的低能量高分辨率准直器相比。在这项工作中,我们研究了使用盲反卷积算法来提高骨闪烁显像平面图像分辨率的可行性。
    使用NCAT体模进行蒙特卡罗模拟,以在配备有骨骼专用准直器的临床双头SPECT扫描仪(ImagineNET632,北京新颖医疗设备有限公司)上进行骨骼闪烁显像。最大似然估计方法用于盲解卷积算法。通过比较从不同输入参数获得的去模糊图像,确定了该方法的点扩散函数(PSF)的初始估计和迭代次数。我们模拟了五个不同位置和五个不同直径的不同肿瘤,以评估初始输入的鲁棒性。此外,我们在临床SPECT扫描仪上进行了胸部体模研究.评估肿瘤和背景之间的量化的增加的对比度(CR)。
    2mmPSF内核和10次迭代在我们的系统上提供了实用且鲁棒的去模糊图像。这两个输入可以在肿瘤位置和大小方面生成鲁棒的去模糊图像,其中平均增加的CR为21.6%。幻影研究还证明了盲解卷积的能力,使用这两个输入,CR增加了17%,17%,22%,20%,直径为1厘米的病变占13%,2厘米,3厘米,4厘米,和5厘米,分别。
    使用盲解卷积算法对SPECT骨闪烁显像的平面图像进行去模糊是可行的。可以使用仿真研究来确定PSF核的适当值和盲解卷积的迭代次数。
    UNASSIGNED: We have developed a bone-dedicated collimator with higher sensitivity but slightly degraded resolution on single-photon emission computed tomography (SPECT) for planar bone scintigraphy, compared with conventional low-energy high-resolution collimator. In this work, we investigated the feasibility of using the blind deconvolution algorithm to improve the resolution of planar images on bone scintigraphy.
    UNASSIGNED: Monte Carlo simulation was performed with the NCAT phantom for modeling bone scintigraphy on the clinical dual-head SPECT scanner (Imagine NET 632, Beijing Novel Medical Equipment Ltd.) equipped with the bone-dedicated collimator. Maximum likelihood estimation method was used for the blind deconvolution algorithm. The initial estimation of point spread function (PSF) and iteration number for the method were determined by comparing the deblurred images obtained from different input parameters. We simulated different tumors in five different locations and with five different diameters to evaluate the robustness of the initial inputs. Furthermore, we performed chest phantom studies on the clinical SPECT scanner. The quantified increased contrast ratio (CR) between the tumor and the background was evaluated.
    UNASSIGNED: The 2 mm PSF kernel and 10 iterations provided a practical and robust deblurred image on our system. Those two inputs can generate robust deblurred images in terms of the tumor location and size with an average increased CR of 21.6%. The phantom studies also demonstrated the ability of blind deconvolution, using those two inputs, with increased CRs of 17%, 17%, 22%, 20%, and 13% for lesions with diameters of 1 cm, 2 cm, 3 cm, 4 cm, and 5 cm, respectively.
    UNASSIGNED: It is feasible to use the blind deconvolution algorithm to deblur the planar images for SPECT bone scintigraphy. The appropriate values of the PSF kernel and the iteration number for the blind deconvolution can be determined using simulation studies.
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  • 文章类型: Journal Article
    目的:通过单光子发射计算机断层扫描影像组学,建立并验证新诊断的前列腺腺癌(PCa)骨转移(BM)的预测模型。
    方法:在对临床单光子发射计算机断层扫描(SPECT)数据库的回顾性审查中,纳入176例患者(训练集:n=140;验证集:n=36),从2016年6月至2022年6月接受SPECT/CT成像并经组织学证实为新诊断的PCa。从每位患者的目标病变的感兴趣区域(ROI)中提取放射学特征。临床特征,包括年龄,总前列腺特异性抗原(t-PSA),和格里森等级,包括在内。然后采用统计测试来消除不相关和冗余的特征。最后,构建了四类优化模型进行预测。此外,应用五倍交叉验证来获得灵敏度,特异性,准确度,和用于性能评估的曲线下面积(AUC)。通过决策曲线分析(DCA)估计多变量模型的临床有用性。
    结果:通过影像组学LASSO治疗获得的由27个选定特征组成的影像组学特征与骨骼状态显着相关(训练集和验证集P<0.01)。总的来说,模型表现出良好的预测效率。在四个模型中AUC值范围为0.87至0.98。在训练和验证组中,人类专家的AUC值分别为0.655和0.872,分别。在训练和验证组中,大多数放射学模型显示出比人类专家更好的诊断准确性。与人类专家相比,DCA还证明了影像组学模型的优越性。
    结论:Radiomics模型在区分良性骨转移和前列腺癌骨转移方面优于人类;它可用于促进新诊断PCa患者BM的个性化预测。
    OBJECTIVE: To establish and validate novel predictive models for predicting bone metastasis (BM) in newly diagnosed prostate adenocarcinoma (PCa) via single-photon emission computed tomography radiomics.
    METHODS: In a retrospective review of the clinical single-photon emission computed tomography (SPECT) database, 176 patients (training set: n = 140; validation set: n = 36) who underwent SPECT/CT imaging and were histologically confirmed to have newly diagnosed PCa from June 2016 to June 2022 were enrolled. Radiomic features were extracted from the region of interest (ROI) in a targeted lesion in each patient. Clinical features, including age, total prostate-specific antigen (t-PSA), and Gleason grades, were included. Statistical tests were then employed to eliminate irrelevant and redundant features. Finally, four types of optimized models were constructed for the prediction. Furthermore, fivefold cross-validation was applied to obtain sensitivity, specificity, accuracy, and area under the curve (AUC) for performance evaluation. The clinical usefulness of the multivariate models was estimated through decision curve analysis (DCA).
    RESULTS: A radiomics signature consisting of 27 selected features which were obtained by radiomics\' LASSO treatment was significantly correlated with bone status (P < 0.01 for both training and validation sets). Collectively, the models showed good predictive efficiency. The AUC values ranged from 0.87 to 0.98 in four models. The AUC values of the human experts were 0.655 and 0.872 in the training and validation groups, respectively. Most radiomic models showed better diagnostic accuracy than human experts in the training and validation groups. DCA also demonstrated the superiority of the radiomics models compared to human experts.
    CONCLUSIONS: Radiomics models are superior to humans in differentiating between benign bone and prostate cancer bone metastases; it can be used to facilitate personalized prediction of BM in newly diagnosed PCa patients.
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