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Investigation of the quantitative accuracy of 3D iterative reconstruction algorithms in comparison to filtered back projection method: a phantom study

机译:与滤波反投影方法相比,3D迭代重建算法的定量精度研究:幻像研究

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Introduction: Single-Photon Emission Computed Tomography (SPECT) is used to measure and quantify radiopharmaceutical distribution within the body. The accuracy of quantification depends on acquisition parameters and reconstruction algorithms. Until recently, most SPECT images were constructed using Filtered Back Projection techniques with no attenuation or scatter corrections. The introduction of 3-D Iterative Reconstruction algorithms with the availability of both computed tomography (CT)-based attenuation correction and scatter correction may provide for more accurate measurement of radiotracer bio-distribution. The effect of attenuation and scatter corrections on accuracy of SPECT measurements is well researched. It has been suggested that the combination of CT-based attenuation correction and scatter correction can allow for more accurate quantification of radiopharmaceutical distribution in SPECT studies (Bushberg et al., 2012). However, The effect of respiratory induced cardiac motion on SPECT images acquired using higher resolution algorithms such 3-D iterative reconstruction with attenuation and scatter corrections has not been investigated. Aims: To investigate the quantitative accuracy of 3D iterative reconstruction algorithms in comparison to filtered back projection (FBP) methods implemented on cardiac SPECT/CT imaging with and without CT-attenuation and scatter corrections. Also to investigate the effects of respiratory induced cardiac motion on myocardium perfusion quantification. Lastly, to present a comparison of spatial resolution for FBP and ordered subset expectation maximization (OSEM) Flash 3D together with and without respiratory induced motion, and with and without attenuation and scatter correction. Methods: This study was performed on a Siemens Symbia T16 SPECT/CT system using clinical acquisition protocols. Respiratory induced cardiac motion was simulated by imaging a cardiac phantom insert whilst moving it using a respiratory motion motor inducing cyclical elliptical motion of the apex of the cardiac insert. Results: Our analyses revealed that the use of the Flash 3-D reconstruction algorithm without scatter or attenuation correction has improved Spatial Resolution by 30% relative to FBP. Reduction in Spatial Resolution due to respiratory induced motion was 12% and 38% for FBP and Flash 3-D respectively. The implementation of scatter correction has resulted in a reduction in resolution by up to 6%. The application of CT-based attenuation correction has resulted in 13% and 26% reduction in spatial resolution for SPECT images reconstructed using FBP and Flash 3-D algorithms respectively. Conclusion: We conclude that iterative reconstruction (Flash-3D) provides significant improvement in image spatial resolution, however as a result the effects of respiratory induced motion have become more evident and correction of this is required before the full potential of these algorithms can be realised for myocardial perfusion imaging. Attenuation and scatter correction can improve image contrast, but may have significant detrimental effect on spatial resolution.
机译:简介:单光子发射计算机断层扫描(SPECT)用于测量和量化体内放射性药物的分布。定量的准确性取决于采集参数和重建算法。直到最近,大多数SPECT图像都是使用过滤后向投影技术构建的,没有衰减或散射校正。引入3-D迭代重建算法并同时具有基于计算机断层扫描(CT)的衰减校正和散射校正功能,可以提供更精确的放射性示踪剂生物分布测量。衰减和散射校正对SPECT测量精度的影响已得到很好的研究。已经提出,基于CT的衰减校正和散射校正的组合可以在SPECT研究中更准确地定量放射性药物的分布(Bushberg等,2012)。但是,尚未研究呼吸诱导的心脏运动对使用高分辨率算法(例如具有衰减和散射校正的3-D迭代重建)获取的SPECT图像的影响。目的:与在具有和不具有CT衰减和散射校正的心脏SPECT / CT成像上实施的滤波反投影(FBP)方法相比,研究3D迭代重建算法的定量精度。还研究了呼吸诱导的心脏运动对心肌灌注定量的影响。最后,要对FBP和有序子集期望最大化(OSEM)Flash 3D(带有或不带有呼吸诱导运动,以及带有和不带有衰减和散射校正)的空间分辨率进行比较。方法:本研究是使用临床采集方案在Siemens Symbia T16 SPECT / CT系统上进行的。呼吸诱导的心脏运动是通过对心脏幻像插入物进行成像来模拟的,同时使用呼吸运动电机移动心脏幻像插入物,从而引起心脏插入物顶点的周期性椭圆运动。结果:我们的分析表明,使用Flash 3-D重建算法而不进行散射或衰减校正,相对于FBP,其空间分辨率提高了30%。对于FBP和Flash 3-D,由于呼吸运动引起的空间分辨率降低分别为12%和38%。散射校正的实施导致分辨率降低了6%。基于CT的衰减校正的应用已导致分别使用FBP和Flash 3-D算法重建的SPECT图像的空间分辨率降低了13%和26%。结论:我们得出的结论是,迭代重建(Flash-3D)显着改善了图像空间分辨率,但是结果呼吸诱导的运动效果变得更加明显,需要对其进行校正,然后才能实现这些算法的全部潜能。用于心肌灌注显像。衰减和散射校正可以改善图像对比度,但可能会对空间分辨率产生重大不利影响。

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