An additive poisson data modeling of attenuation map reconstruction from post-injection positron emission tomography transmission scan

Chang M.-Y.; Hsu C.-H.; Lin M.-C.; Hsiao I.-T.

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An additive poisson data modeling of attenuation map reconstruction from post-injection positron emission tomography transmission scan

机译：注入后正电子发射断层扫描透射扫描的衰减图重建的加性Poisson数据建模

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We present an additive Poisson data modeling of attenuation map reconstruction from post-injection positron emission tomography transmission scan. The transmission scan data are modeled as a collection of independent Poisson observations which consist of true transmission, cross-contamination emission and random coincidences. The mean values of cross-contamination emission and random data are estimated by using Luk's approximation and Zaers' method, respectively. The unknown attenuation map is also modeled using a Gibbs image prior. Under the paradigm of Bayesian statistics, a pre-conditioned conjugate gradient algorithm is then used to compute a maximum a posteriori estimate of the attenuation map by maximizing over the posterior density. Evaluations are conducted on clinical data collected from a CTI EXACT HR+ scanner. Experimental results have indicated that the reconstructed results of attenuation map by the proposed reconstruction algorithm match well with theoretical values of soft tissue, bone and lung under 511 keV photons.

机译：我们提出从后注入正电子发射断层扫描透射扫描的衰减图重建的加性Poisson数据建模。传输扫描数据被建模为独立的泊松观测值的集合，这些观测值包括真实传输，交叉污染发射和随机巧合。交叉污染排放和随机数据的平均值分别使用Luk近似和Zaers方法估算。未知的衰减图也使用Gibbs图像进行建模。在贝叶斯统计范式下，预处理共轭梯度算法随后用于通过最大化后验密度来计算衰减图的最大后验估计。对从CTI EXACT HR +扫描仪收集的临床数据进行评估。实验结果表明，所提出的重建算法的衰减图重建结果与511 keV光子下的软组织，骨骼和肺的理论值非常吻合。

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《Biomedical Engineering: Applications, Basis and Communications》 |2010年第3期|共8页
作者
Chang M.-Y.; Hsu C.-H.; Lin M.-C.; Hsiao I.-T.;
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正文语种 eng
中图分类医用一般科学;
关键词
Attenuation map; Post-injection transmission scan; Transmission image reconstruction;

机译：衰减图;注入后透射扫描;透射图像重建;

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1. An additive poisson data modeling of attenuation map reconstruction from post-injection positron emission tomography transmission scan [J] . Chang M.-Y., Hsu C.-H., Lin M.-C., Biomedical Engineering: Applications, Basis and Communications . 2010,第3期

机译：注入后正电子发射断层扫描透射扫描的衰减图重建的加性Poisson数据建模
2. Attenuation compensation in 99mTc SPECT brain imaging: a comparison of the use of attenuation maps derived from transmission versus emission data in normal scans. [J] . Licho R, Glick SJ, Xia W, The Journal of Nuclear Medicine . 1999,第3期

机译：99mTc SPECT脑成像中的衰减补偿：比较正常扫描中从透射数据与发射数据得出的衰减图的使用。
3. Activity and Attenuation Reconstruction for Positron Emission Tomography Using Emission Data Only Via Maximum Likelihood and Iterative Data Refinement [J] . Fabiana Crepaldi, Alvaro R. De Pierro IEEE Transactions on Nuclear Science . 2007,第期

机译：仅通过最大似然和迭代数据细化使用发射数据的正电子发射层析成像的活动和衰减重建
4. An Effective Reconstruction Algorithm of Attenuation Map from Post-Injection PET Transmission Scans [C] . M. -Y. Chang, C. -H. Hsu, I. -T. Hsiao, IEEE Nuclear Science Symposium . 2003

机译：从注射型宠物传动扫描中的衰减地图有效重建算法
5. Spatial Resolution Improvement in Positron Emission Tomography: Physics, statistical models and iterative image reconstruction. [D] . Jian, Yiqiang. 2014

机译：正电子发射断层扫描中空间分辨率的提高：物理，统计模型和迭代图像重建。
6. Modeling intra‐subject correlation among repeated scans in positron emission tomography (PET) neuroimaging data [O] . F. DuBois Bowman, Clinton Kilts 2003

机译：在正电子发射断层扫描（PET）神经影像数据中对重复扫描之间的受试者内部相关性进行建模
7. MODERATED EPOSTERS1385Longitudinal strain assessment in dilated cardiomyopathy patients using a novel accelerated DENSE sequence1407Simultaneous T1 and T2 cardiac quantification with CABIRIA: initial clinical experience1423Head-to-head comparison of acceleration algorithms in 4-dimensional flow CMR1502Left ventricular function and size evaluated by hybrid cardiac positron emission tomography-magnetic resonance: Intraindividual comparison of left ventricular ejection fraction and ventricular volumes derived by two modalities1510Left Atrium assessed by Cardiovascular Magnetic Resonance at 1.5 and 3 Tesla – age and gender effects1514Comparison of Free Breathing Cardiac MRI Radial technique to the Standard Multi breath-hold cine SSFP CMR technique for the assessment of LV Volumes and Function1536Self-navigated free-breathing isotropic 3D whole heart phase sensitive inversion recovery magnetic resonance without navigator for detection of myocardial infarction1547Assessment of Right Ventricular Strain Using Myocardial Deformation Recovery Semi Automated Technique: Initial Experience and Normal Values1586Tissue tracking myocardial deformation analysis and prediction of left ventricular remodeling in acute myocardial infarction1589Investigating strategies for optimal 31P MRS clinical cardiac at 3T: Initial Results1620Quantitative Criteria for the Diagnosis of the Congenital Absence of Pericardium by Cardiac Magnetic Resonance1632Widespread tissue injury during acute myocardial infarction: evidence from advanced CMR relaxometry1322Computed tomography coronary angiography verSus sTRess cArdiac magneTic rEsonance for the manaGement of sYmptomatic revascularized patients: a cost effectiveness study (STRATEGY study)1339Comparison of low- versus high-dose of gadobutrol for late gadolinium enhancement imaging at 1.5 Tesla: a clinical feasibility study1347Multi-parametric Cardiac Magnetic Resonance for Prediction of Cardiac Complications in Thalassemia Intermedia: a Prospective Multicenter Study1461Prognostic value of Cardiovascular Magnetic Resonance derived indexes of myocardial fibrosis in heart transplant recipients1523The role of CMR in the acute phase of hospitalization: changing paradigms1542Preoperative CMR-based score predict ventricular response after surgical left ventricular reconstruction in ischemic heart failure patients1555Excellent response rate to cardiac resynchronization therapy guided with magnetic resonance imaging1626The ECG as a predictor of arrhythmogenic substrate on Cardiac Magnetic Resonance Imaging in patients undergoing ablation for premature ventricular contractions1649Comparison of T1-mapping at 3.0T CMR and angiographic APPROACH score for area at risk assessment in ST-segment elevation myocardial infarction1340Pathological correlates of left bundle branch disease in patients with non-ischemic cardiomyopathy: a cardiovascular magnetic resonance study1342Myocardial remodelling and fibrosis in nonischaemic dilated cardiomyopathy: insights from cardiovascular magnetic resonance1411The association between fibrosis and contractile dysfunction in hypertrophic cardiomyopathy assessed by cardiovascular magnetic resonance1622Persistent myocardial inflammation due to intramyocardial haemorrhage in reperfused STEMI as a precursor to adverse LV remodelling - insights from multi-parametric mapping1566Semiquantitative analysis of low and high b value DWI for detecting myocardial edema in acute myocarditis1567Value of Cardiac MRI In Detecting Coronary Artery Disease In Newly Diagnosed Systolic Dysfunction1570Usefulness of cardiac magnetic resonance in tuberous sclerosis complex1578Papillary muscles offer further insight into hypertrophied hearts: a cardiovascular magnetic resonance study1627Diagnostic and clinical implications of CMR timing (early versus late) in patients with troponin positive acute coronary syndromes and unobstructed coronary arteries: Table 1. [O] . Upasana Tayal, Alexandros Kallifatidis, P. Garg, 2016

机译：在使用新的扩张型心肌病的患者缓和EPOSTERS1385Longitudinal应变评估加速DENSE sequence1407Simultaneous T1和T2与CABIRIA心脏定量：在4维流动的加速算法初始临床experience1423Head对头比较CMR1502Left心室功能和尺寸由混合心脏正电子发射断层摄影术评价 - 磁性共振：由两个modalities1510Left庭派生左室射血分数和心室体积的个体间的比较，在1.5和3特斯拉评估心血管磁共振 - 免费的年龄和性别effects1514Comparison呼吸心脏MRI径向技术标准的多屏气电影SSFP CMR技术的LV卷和Function1536Self-导航自由呼吸各向同性3D整个心脏相位敏感反转恢复磁共振导航仪没有检测右Ventricu心肌infarction1547Assessment的评估拉尔菌株使用心肌变形恢复半自动技术：初步经验和正常Values1586Tissue跟踪心肌变形分析和预测左室重构急性心肌infarction1589Investigating策略优化31P MRS临床心脏在3T：初始Results1620Quantitative标准的先天缺失的诊断心包心脏磁Resonance1632Widespread组织损伤急性心肌梗死时：证据先进CMR relaxometry1322Computed CT冠状动脉成像与压力心脏磁共振对症的管理吻合血管患者：成本效益研究（战略研究）1339Comparison低与高剂量钆布醇在1.5特斯拉晚钆增强成像的临床可行性，在中间型地贫心脏并发症的预测study1347Multi参数心脏核磁共振的前瞻性德穆尔心血管磁共振的ticenter Study1461Prognostic价值衍生心肌纤维化指标在住院的急性期CMR的心脏移植recipients1523The作用：改变基于CMR-paradigms1542Preoperative比分预测缺血性心脏衰竭patients1555Excellent响应速度外科左心室重建心脏再同步化后心室反应治疗与磁共振imaging1626The ECG导引作为心脏磁共振成像致心律失常性基板的在ST段抬高心肌infarction1340Pathological在风险评估经历在3.0T CMR T1映射的室性早搏contractions1649Comparison和血管造影APPROACH分数区域消融患者的预测左束支传导疾病的患者与非缺血性心肌病相关因素：心血管磁共振study1342Myocardial重塑和纤维化nonischaemic扩张型心肌病：在从在由心血管磁性resonance1622Persistent心肌炎症评估肥厚型心肌病的纤维化和收缩功能障碍之间心血管磁性resonance1411The协会由于心肌内出血景点在再灌注STEMI为先导，以不利的LV重塑 - 从低的多参数mapping1566Semiquantitative分析和高的b值DWI的见解为在心脏MRI检测冠状动脉疾病急性myocarditis1567Value在结节性硬化症complex1578Papillary肌肉初诊收缩期Dysfunction1570Usefulness心脏磁共振检测心肌水肿提供进一步的深入了解肥大心脏：心血管磁共振study1627Diagnostic和CMR定时的临床意义（早期与晚）患者肌钙蛋白阳性的急性冠脉综合征和通畅的冠状动脉：表1。
8. Collaborative Research and Support of Fitzsimmons Army Medical Center Defense Women's Health Research Program Projects. Subtitle: Simultaneous Transmission/Emission Protocol (STEP) for Attenuation Correction of Breast and Diaphragmatic Attenuation Artifacts During SPECT 99mTc-Sestamibi Myocardial Perfusion Scans in Patients without Coronary Artery Disease [R] . Mulligan, H. , Lambert, A. , Solano, R. K. , 1998

机译：Fitzsimmons陆军医疗中心国防妇女健康研究计划项目的合作研究和支持。字幕：在无冠状动脉疾病患者的spECT 99mTc-sestamibi心肌灌注扫描期间，用于衰减校正乳房和膈肌衰减伪影的同时传输/发射协议（sTEp）

An additive poisson data modeling of attenuation map reconstruction from post-injection positron emission tomography transmission scan

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