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Effect of reconstruction parameters and ROI definition on standardized uptake value quantification in tumors

机译:重建参数与ROI定义对肿瘤标准化摄取值定量的影响

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The purpose of this work was to evaluate the effect of reconstruction algorithms, reconstruction parameters and definition of region of interest (ROI) on the accuracy of standard uptake value (SUV) quantification. Measurements were performed on a Siemens Biograph mCT PET/CT using a Jaszczak phantom which contains spheres of different diameter filled with two sphere-to-background activity ratios. All data were reconstructed using FBP, OSEM, OSEM+PSF, OSEM+TOF and OSEM+PSF+TOF reconstruction algorithms. The variation of reconstruction parameters such as iteration numbers and FWHM of Gaussian filter was also evaluated. Different ROI definitions were used to measure SUV in each sphere: SUV_(ave), SUV_(max), SUV_(50) and SUV_(peak). SUV accuracy was estimated with recovery coefficients (RC) for all settings. An increase in RCs of 40.7 ± 1.2% from sphere diameters of 10 mm to 28 mm and an increase of 6.3 ± 1.2% in RC values was obtained when PSF was applied. It was observed that RCs increased when iteration number increased; RCs decreased when FWHM increased. In ROI definition, SUVmax yielded an important overestimation of activity concentration (near 20%) when PSF was applied. SUV_(50) yielded similar values for all algorithms used, except for FBP. SUV_(peak) yielded values similar to the real ones (SUV~1) for all reconstructions, particularly when tumor size was > 17 mm. In conclusion, it was observed that the use of a higher iteration number, lower FWHM and the use of PSF reconstruction algorithm improved accuracy of SUV quantification. SUV_(50) and SUV_(peak) provided a more accurate quantification than SUVmax and could be proposed to replace it.
机译:这项工作的目的是评价的重建算法,重建参数和关注区域(ROI)的区域的定义在标准摄取值(SUV)定量的准确性的效果。测量使用Jaszczak幻象包含填充有两个球 - 背景比率的活性不同直径的球在Siemens比沃格拉夫显微计算机断层摄影PET / CT执行。所有数据使用FBP,OSEM,OSEM + PSF,OSEM + TOF和OSEM + PSF + TOF重建算法重建。重建的变化参数,例如迭代次数和高斯滤波器的FWHM也进行了评价。不同ROI定义用于测量SUV在每个球体:SUV_(AVE),SUV_(最大),SUV_(50)和SUV_(峰值)。 SUV准确性与所有设置恢复系数(RC)估计。施加PSF时,获得在40.7±1.2%的RC至28毫米的增加,从10毫米球直径和在RC值增加6.3±1.2%。据观察,增加的RC时迭代次数增加;当FWHM增加的RC下降。在ROI定义,施加PSF时SUVmax值,得到活性浓度(接近20%)的重要高估。 SUV_(50)得到了类似的值使用的所有算法,除了FBP。 SUV_(峰值),得到类似于以假乱真(SUV〜1)的所有重建,特别是当肿瘤大小为>17毫米值。最后,可以观察到使用较高迭代次数,降低FWHM和使用SUV量化的PSF重建算法改进的精确度的。 SUV_(50)和SUV_(峰值)提供了更精确的定量比SUVmax值,并且可以提出来取代它。

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