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下一代断层合成原型的临床前图像质量评估与优化

Pre-clinical evaluation and optimization of image quality for a Next Generation Tomosynthesis prototype.

作者信息

Vent Trevor L, Acciavatti Raymond J, Choi Chloe, Barufaldi Bruno, Krishnamoorthy Srilalan, Borges Lucas, Kuo Johnny, Ringer Peter A, Ng Susan, Surti Suleman, Maidment Andrew D A

机构信息

Department of Radiology, University of Pennsylvania, Philadelphia, United States.

Real-Time Tomography LLC, Villanova, PA.

出版信息

Proc SPIE Int Soc Opt Eng. 2022 Feb-Mar;12031. doi: 10.1117/12.2608811. Epub 2022 Apr 4.

Abstract

A next generation tomosynthesis (NGT) prototype has been developed to investigate alternative scanning geometries for digital breast tomosynthesis (DBT). The NGT system uses a 2D plane as an address space for the x-ray source to define an acquisition geometry. In previous work, tests of physics have been used as objective metrics to evaluate image quality for NGT. In this work, the performance of custom NGT acquisition geometries is evaluated for mastectomy specimens to validate previous phantom experiments. Two custom acquisition geometries - incorporating T- and K-shaped source motion paths in the posteroanterior direction - were compared with a conventional DBT acquisition geometry. Noise power spectra (NPS) are calculated using 3D image reconstructions of the three acquisition geometries to evaluate the degradation of image quality due to noise and to visualize NGT sampling properties in the Fourier domain. NPS are used to describe features of the specimen image reconstructions and compare acquisition geometries. NGT acquisition geometries were found to improve high-frequency performance with isotropic super resolution, reduce out-of-plane reconstruction artifacts, and improve overall image reconstruction quality. The T-geometry combines the benefits of narrow- and wide-angle tomosynthesis in a single scan improving high-frequency spatial resolution and out-of-plane blurring, respectively.

摘要

已开发出一种下一代断层合成(NGT)原型,以研究数字乳腺断层合成(DBT)的替代扫描几何结构。NGT系统使用二维平面作为X射线源的地址空间来定义采集几何结构。在之前的工作中,物理测试已被用作评估NGT图像质量的客观指标。在这项工作中,针对乳房切除标本评估了定制的NGT采集几何结构的性能,以验证之前的体模实验。将两种定制采集几何结构——在前后方向上纳入T形和K形源运动路径——与传统DBT采集几何结构进行了比较。使用三种采集几何结构的三维图像重建来计算噪声功率谱(NPS),以评估由于噪声导致的图像质量下降,并在傅里叶域中可视化NGT采样特性。NPS用于描述标本图像重建的特征并比较采集几何结构。发现NGT采集几何结构通过各向同性超分辨率提高了高频性能,减少了平面外重建伪影,并提高了整体图像重建质量。T形几何结构在单次扫描中结合了窄角和广角断层合成的优点,分别提高了高频空间分辨率和平面外模糊。

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