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Improved sensitivity of computed tomography towards iodine and gold nanoparticle contrast agents via iterative reconstruction methods

机译:通过迭代重建方法提高计算机断层扫描对碘和金纳米粒子造影剂的敏感性

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摘要

Computed tomography is a widely used medical imaging technique that has high spatial and temporal resolution. Its weakness is its low sensitivity towards contrast media. Iterative reconstruction techniques (ITER) have recently become available, which provide reduced image noise compared with traditional filtered back-projection methods (FBP), which may allow the sensitivity of CT to be improved, however this effect has not been studied in detail. We scanned phantoms containing either an iodine contrast agent or gold nanoparticles. We used a range of tube voltages and currents. We performed reconstruction with FBP, ITER and a novel, iterative, modal-based reconstruction (IMR) algorithm. We found that noise decreased in an algorithm dependent manner (FBP > ITER > IMR) for every scan and that no differences were observed in attenuation rates of the agents. The contrast to noise ratio (CNR) of iodine was highest at 80 kV, whilst the CNR for gold was highest at 140 kV. The CNR of IMR images was almost tenfold higher than that of FBP images. Similar trends were found in dual energy images formed using these algorithms. In conclusion, IMR-based reconstruction techniques will allow contrast agents to be detected with greater sensitivity, and may allow lower contrast agent doses to be used.
机译:计算机断层扫描是一种具有高空间和时间分辨率的广泛使用的医学成像技术。它的缺点是对造影剂的敏感性低。迭代重建技术(ITER)最近已经变得可用,与传统的滤波反投影方法(FBP)相比,它可以减少图像噪声,可以提高CT的灵敏度,但是尚未对此效果进行详细研究。我们扫描了包含碘造影剂或金纳米粒子的体模。我们使用了一系列的管电压和电流。我们使用FBP,ITER和新颖的,基于模式的迭代重建(IMR)算法进行了重建。我们发现,对于每次扫描,噪声均以算法相关的方式降低(FBP→> ITER→> IMR),并且没有观察到代理衰减率的差异。碘的对比噪声比(CNR)在80 kV时最高,而金的CNR在140 kV时最高。 IMR图像的CNR几乎是FBP图像的CNR的十倍。在使用这些算法形成的双能图像中发现了类似的趋势。总之,基于IMR的重建技术将允许以更高的灵敏度检测造影剂,并且可以允许使用较低剂量的造影剂。

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