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Functional Phase-Correlated Micro-CT Imaging of Small Rodents with Low Dose

机译:低剂量小啮齿动物的功能相相关的微CT成像

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Functional imaging of an animals thoracic region requires cardiac and respiratory gating. The information on respiratory motion and ECG required for double-gating are extracted from the rawdata and used to select the projections appropriate for a given motion phase. A conventional phase-correlated reconstruction (PC) therefore uses only a small amount of the total projections acquired. Thus the resulting images comprise a high noise level unless acquired with very high dose, and streak artifacts may occur due to the sparse angular sampling. Here, we are aiming at getting high fidelity images even for relatively low dose values. To overcome these issues we implemented an iterative reconstruction method encompassing a five-dimensional (spatial, cardiac-temporal, respiratory-temporal) edge-preserving filter. This new phase-correlated low-dose (LDPC) reconstruction method is evaluated using retrospectively-gated, contrast-enhanced micro CT data of mice. The scans performed comprise 7200 projections within 10 rotations over 5 minutes. A tube voltage of 65 kV was used resulting in an administered dose of about 500 mGy. 20 respiratory phases and 10 cardiac phases are reconstructed. Using LDPC reconstruction the image noise is typically reduced by a factor of about six and artifacts are almost removed. Reducing the number of projections available for reconstruction shows that we can get comparable image quality with only 200 mGy. LDPC enables high fidelity low-dose double-gated imaging of free breathing rodents without compromises in image quality. Compared to PC image noise is significantly reduced with LDPC and the administered dose can be reduced accordingly.
机译:动物胸部区域的功能成像需要心脏和呼吸门控。从原始数据中提取有关双重门控所需的呼吸运动和ECG的信息,并用于选择适合给定运动阶段的投影。因此,传统的相位相关重建(PC)仅使用少量的总投影量。因此,除非获得非常高的剂量,否则所得图像将包含高噪声级别,并且由于稀疏的角度采样,可能会出现条纹伪影。在这里,我们的目标是即使在相对较低的剂量值下也能获得高保真度的图像。为了克服这些问题,我们实现了一种迭代重建方法,该方法包括一个五维(空间,心时空,呼吸时空)边缘保留滤波器。这种新的相位相关的低剂量(LDPC)重建方法是使用回顾性门控,增强对比的小鼠显微CT数据进行评估的。进行的扫描包括5分钟内10圈内的7200个投影。使用65kV的管电压,导致约500mGy的给药剂量。重建了20个呼吸阶段和10个心脏阶段。使用LDPC重建,图像噪声通常减少大约六分之一,并且几乎消除了伪像。减少可用于重建的投影数量表明,仅200 mGy,我们就能获得可比的图像质量。 LDPC可以对自由呼吸的啮齿动物进行高保真低剂量双门成像,而不会影响图像质量。与PC图像相比,使用LDPC可以显着降低噪声,并且可以相应降低给药剂量。

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