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基于前投影模型的迭代重建解决方案算法对小儿心脏计算机断层扫描图像质量和辐射剂量的影响。

Effect of the forward-projected model-based iterative reconstruction solution algorithm on image quality and radiation dose in pediatric cardiac computed tomography.

作者信息

Nishiyama Yukako, Tada Keiji, Nishiyama Yuichi, Mori Hiroshi, Maruyama Mitsunari, Katsube Takashi, Yamamoto Nobuko, Kanayama Hidekazu, Yamamoto Yasushi, Kitagaki Hajime

机构信息

Department of Radiology, Shimane University Hospital, 89-1 Enya-cho, Izumo-shi, Shimane, 693-8501, Japan.

Department of Radiology, Shimane University Faculty of Medicine, Shimane, Japan.

出版信息

Pediatr Radiol. 2016 Nov;46(12):1663-1670. doi: 10.1007/s00247-016-3676-x. Epub 2016 Aug 16.

Abstract

BACKGROUND

Some iterative reconstruction algorithms are useful for reducing the radiation dose in pediatric cardiac CT. A new iterative reconstruction algorithm (forward-projected model-based iterative reconstruction solution) has been developed, but its usefulness for radiation dose reduction in pediatric cardiac CT is unknown.

OBJECTIVE

To investigate the effect of the new algorithm on CT image quality and on radiation dose in pediatric cardiac CT.

MATERIALS AND METHODS

We obtained phantom data at six dose levels, as well as pediatric cardiac CT data, and reconstructed CT images using filtered back projection, adaptive iterative dose reduction 3-D (AIDR 3-D) and the new algorithm. We evaluated phantom image quality using physical assessment. Four radiologists performed visual evaluation of cardiac CT image quality.

RESULTS

In the phantom study, the new algorithm effectively suppressed noise in the low-dose range and moderately generated modulation transfer function, yielding a higher signal-to-noise ratio compared with filtered back projection or AIDR 3-D. When clinical cardiac CT was performed, images obtained by the new method had less perceived image noise and better tissue contrast at similar resolution compared with AIDR 3-D images.

CONCLUSION

The new algorithm reduced image noise at moderate resolution in low-dose CT scans and improved the perceived quality of cardiac CT images to some extent. This new algorithm might be superior to AIDR 3-D for radiation dose reduction in pediatric cardiac CT.

摘要

背景

一些迭代重建算法有助于降低小儿心脏CT的辐射剂量。一种新的迭代重建算法(基于前向投影模型的迭代重建解决方案)已被开发出来,但其在小儿心脏CT中降低辐射剂量的效用尚不清楚。

目的

研究这种新算法对小儿心脏CT图像质量和辐射剂量的影响。

材料与方法

我们获取了六个剂量水平的体模数据以及小儿心脏CT数据,并使用滤波反投影、自适应迭代剂量降低三维(AIDR 3-D)和新算法重建CT图像。我们通过物理评估来评价体模图像质量。四位放射科医生对心脏CT图像质量进行视觉评估。

结果

在体模研究中,新算法在低剂量范围内有效抑制噪声,并适度生成调制传递函数,与滤波反投影或AIDR 3-D相比,产生了更高的信噪比。在进行临床心脏CT检查时,与AIDR 3-D图像相比,新方法获得的图像在相似分辨率下的可感知图像噪声更少,组织对比度更好。

结论

新算法在低剂量CT扫描中以中等分辨率降低了图像噪声,并在一定程度上提高了心脏CT图像的可感知质量。在小儿心脏CT的辐射剂量降低方面,这种新算法可能优于AIDR 3-D。

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