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Quantitative evaluation of simultaneous reconstruction with model-based crosstalk compensation for 99mTc∕123I dual-isotope simultaneous acquisition brain SPECT

机译:基于模型的串扰补偿的99mTc ∕ 123I双同位素同时采集脑SPECT同时重建的定量评估

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摘要

A model-based method has been previously developed to estimate and compensate for the crosstalk and downscatter contamination in simultaneous 123I∕99mTc dual-isotope SPECT imaging. In this method, photon scatter in the object is modeled using the effective source scatter estimate technique. Photon interactions with the collimator-detector are estimated using precalculated Monte Carlo simulated point response functions. Two different approaches, simultaneous and alternating model-based compensations, have been proposed for iterative reconstruction-based crosstalk and downscatter contamination compensation. In this work, both model-based approaches were evaluated in the context of quantitative accuracy when imaging the dopaminergic system using both Monte Carlo simulated and experimentally acquired data. Results indicate that model-based estimates of the crosstalk and downscatter contamination in both energy windows were in good agreement with the truth for the simulated data. The effects of the contamination reduced image contrast and overestimated absolute activity in all structures by up to 66%. Compensation using both model-based approaches improved image contrast. Errors in absolute activity quantitation were also reduced to less than ±5% for most brain structures. The accuracy of striatal specific binding potentials, calculated as the ratio of activity in various striatal structures to the background, was also greatly improved after model-based compensation. In conclusion, model-based compensation of simultaneously acquired images of 99mTc and 123I labeled brain imaging agents provided image quality and quantitative accuracy that were comparable to the image without crosstalk. Both proposed compensation approaches can potentially be applied clinically, but when reconstruction time is a limiting factor, the alternating model-based compensation may be preferable.
机译:先前已经开发出一种基于模型的方法来估计和补偿同时 123 I ∕ 99m Tc双同位素SPECT成像中的串扰和向下散射污染。在这种方法中,使用有效源散射估计技术对对象中的光子散射进行建模。使用预先计算的蒙特卡洛模拟点响应函数可以估算与准直仪-探测器的光子相互作用。对于基于迭代重建的串扰和向下散射污染补偿,已经提出了两种不同的方法,即同时和交替基于模型的补偿。在这项工作中,使用蒙特卡洛模拟和实验获得的数据对多巴胺能系统进行成像时,在定量准确性的背景下评估了两种基于模型的方法。结果表明,两个能量窗口中基于串扰和向下散射污染的基于模型的估计与模拟数据的真实情况非常吻合。污染的影响使所有结构的图像对比度降低,并且绝对活性被高估了66%。使用这两种基于模型的方法进行补偿均可以改善图像对比度。对于大多数大脑结构,绝对活动定量的误差也降低到了小于±5%。在基于模型的补偿后,以各种纹状体结构与背景的活度之比计算的纹状体特异性结合电位的准确性也大大提高了。总之,基于模型的同时采集的 99m Tc和 123 I标记的脑成像剂的图像补偿可提供与没有串扰的图像相当的图像质量和定量精度。两种建议的补偿方法都可能在临床上应用,但是当重建时间是一个限制因素时,基于模型的交替补偿可能是更可取的。

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