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CT-based attenuation correction in the calculation of semi-quantitative indices of [~18F]FDG uptake in PET

机译:PET中[〜18F] FDG摄取半定量指标的基于CT的衰减校正

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The introduction of combined PET/CT systems has a number of advantages, including the utilisation of CT images for PET attenuation correction (AC). The potential advantage compared with existing methodology is less noisy transmission maps within shorter times of acquisition. The objective of our investigation was to assess the accuracy of CT attenuation correction (CTAC) and to study resulting bias and signal to noise ratio (SNR) in image-derived semi-quantitative uptake indices. A combined PET/CT system (GE Discovery LS) was used. Different size phantoms containing variable density components were used to assess the inherent accuracy of a bilinear transformation in the conversion of CT images to 511 keV attenuation maps. This was followed by a phantom study simulating tumour imaging conditions, with a tumour to background ratio of 5:1. An additional variable was the inclusion of contrast agent at different concentration levels. A CT scan was carried out followed by 5 min emission with 1-h and 3-min transmission frames. Clinical data were acquired in 50 patients, who had a CT scan under normal breathing conditions (CTAC_nb) or under breath-hold with inspiration (CTAC_insp) or expiration (CTAC_exp), followed by a PET scan of 5 and 3 min per bed position for the emission and transmission scans respectively. Phantom and patient studies were reconstructed using segmented AC (SAC) and CTAC. In addition, measured AC (MAC) was performed for the phantom study using the 1-h transmission frame. Comparing the attenuation coefficients obtained using the CT- and the rod source-based attenuation maps, differences of 3% and <6% were recorded before and after segmentation of the measured transmission maps.Differences of up to 6% and 8% were found in the average count density (SUV_avg) between the phantom images reconstructed with MAC and those reconstructed with CTAC and SAC respectively. In the case of CTAC, the difference increased up to 27% with the presence of contrast agent. The presence of metallic implants led to underestimation in the surrounding SUV_avg and increasing non-uniformity in the proximity of the implant. The patient study revealed no statistically significant differences in the SUV_avg between either CTAC_nb or CTAC_exp and SAC-reconstructed images. The larger differences were recorded in the lung. Both the phantom and the patient studies revealed an average increase of -25% in the SNR for the CTAC-reconstracted emission images compared with the SAC-reconstructed images. In conclusion, CTAC_nb or CTAC_exp is a viable alternative to SAC for whole-body studies. With CTAC, careful consideration should be given to interpretation of images and use of SUVs in the presence of oral contrast and in the proximity of metallic implants.
机译:引入组合式PET / CT系统具有许多优势,包括利用CT图像进行PET衰减校正(AC)。与现有方法相比,潜在的优势是在较短的采集时间内噪声传输图更少。我们研究的目的是评估CT衰减校正(CTAC)的准确性,并研究图像衍生的半定量摄取指数中产生的偏差和信噪比(SNR)。使用了组合式PET / CT系统(GE Discovery LS)。包含可变密度成分的不同尺寸的体模用于评估将CT图像转换为511 keV衰减图时双线性变换的固有准确性。接下来是模拟肿瘤成像条件的幻像研究,肿瘤与背景的比率为5:1。另一个变量是在不同浓度水平下是否包含造影剂。进行CT扫描,然后以1小时和3分钟的传输帧发射5分钟。获得了50例患者的临床数据,这些患者在正常呼吸条件下(CTAC_nb)或屏气吸气(CTAC_insp)或呼气(CTAC_exp)进行了CT扫描,然后每床位进行5分钟和3分钟的PET扫描发射扫描和透射扫描。使用分段AC(SAC)和CTAC重建了幻像和患者研究。此外,使用1-h传输帧为幻像研究执行了测量的AC(MAC)。比较使用CT和基于棒源的衰减图获得的衰减系数,在测得的透射图分割前后分别记录了3%和<6%的差异,发现差异最大为6%和8%。 MAC重建的幻影图像与CTAC和SAC重建的幻影图像之间的平均计数密度(SUV_avg)。对于CTAC,在存在造影剂的情况下,差异增加至27%。金属植入物的存在导致周围SUV_avg的估计不足,并增加了植入物附近的不均匀性。病人研究显示CTAC_nb或CTAC_exp与SAC重建图像之间的SUV_avg没有统计学上的显着差异。较大的差异记录在肺中。幻像和患者研究均显示,与SAC重建图像相比,CTAC收缩发射图像的SNR平均增加-25%。总之,对于全身研究而言,CTAC_nb或CTAC_exp是SAC的可行替代方案。对于CTAC,在存在口腔对比和金属植入物附近时,应仔细考虑图像的解释和SUV的使用。

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