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Optimization of a Model Corrected Blood Input Function from Dynamic FDG-PET Images of Small Animal Heart In Vivo

机译:在体内小动物心脏动态FDG-PET图像的优化校正血液输入功能

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Tracer kinetic modeling is commonly used for quantitative evaluation of dynamic Positron Emission Tomography (PET) data. However, quantitation of dynamic PET data of the mouse heart in vivo is challenging due to the small size of the heart and the limited intrinsic spatial resolution of the PET scanner. Here, we present an optimized compartment model which can simultaneously correct for spill over and partial volume effects for both blood and the tissue, compute kinetic rate parameters and generate model corrected blood input function (MCBIF) from ordered subset expectation maximization -maximum a posteriori (OSEM-MAP) cardio-respiratory gated ~(18)F-FDG PET images of the mouse heart with attenuation correction in vivo, without any invasive blood sampling. This technique not only improves quantitation but is also repetitive.
机译:示踪剂动力学建模通常用于动态正电子发射断层扫描(PET)数据的定量评估。然而,由于心脏尺寸的尺寸和PET扫描仪的有限空间分辨率,体内鼠标心脏的动态宠物数据的定量是挑战。在这里,我们介绍了一种优化的隔间模型,可以同时对血液和组织进行泄漏和部分体积效果,计算动力速率参数和从有序子集期望最大化产生模型校正血液输入功能 - 最大的后验OSEM-MAP)心脏呼吸门控〜(18)F-FDG鼠标心脏的PET图像在体内衰减校正,没有任何侵入性血液取样。这种技术不仅提高了量化,而且还可以重复。

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