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使用适用于固定探测器的多重投影算法的乳腺断层合成。

Breast tomosynthesis using the multiple projection algorithm adapted for stationary detectors.

作者信息

Malliori A, Bliznakova K, Bliznakov Z, Cockmartin L, Bosmans H, Pallikarakis N

机构信息

Department of Medical Physics, School of Medicine, University of Patras, Patras, Greece.

Department of Medical Electronics, Technical University of Varna, Varna, Bulgaria.

出版信息

J Xray Sci Technol. 2016;24(1):23-41. doi: 10.3233/XST-160538.

Abstract

OBJECTIVE

The aim of this study is to investigate the validity of using the Multiple Projection Algorithm (MPA) for Breast Tomosynthesis (BT) using real projection images acquired with phantoms at a clinical setting.

METHODS

The CIRS-BR3D phantom with ranging thicknesses between 3 cm and 6 cm was used for all image quality evaluations. Five sets of measurements were acquired, each comprised of a 2D mammographic image followed by a set of 25 projections within an arc length of 50°. A reconstruction algorithm based on the MPA was adapted for partial isocentric rotation using a stationary detector. For reference purposes, a Back Projection (BP) algorithm was also developed for this geometry. The performance of the algorithms was evaluated, in combination with pre-filtering of the projections, in comparative studies that involved also a comparison between tomosynthesis slices and 2D mammograms.

RESULTS

Evaluation of tomosynthesis slices reconstructed with BP and MPA showed close performance for the two algorithms with no considerable differences in feature detection, size and appearance of the background tissue with the MPA running faster the overall process. Pre-filtering of the projections, led to better BT images compared to non-filtering. Increased thickness resulted in limited detection of the features of interest, especially the smaller sized ones. In these cases, the filtered BT slices allowed improved visualization due to removed superimposed tissue compared to the 2D images. The different breast-like slab arrangements in phantoms of the same thickness demonstrated a slight influence on the quality of reconstructed features.

CONCLUSIONS

The MPA which had been applied previously to reconstruct tomograms from projections acquired at synchrotron facilities, is a time efficient algorithm, and is fully compliant with and can be successfully used in BT clinical systems. Compared to 2D mammography, BT shows advantage in visualizing features of small size and for increased phantom thickness or features within a dense background with superimposed structures.

摘要

目的

本研究旨在利用在临床环境中使用体模获取的真实投影图像,研究多重投影算法(MPA)用于乳腺断层合成(BT)的有效性。

方法

使用厚度在3厘米至6厘米之间的CIRS-BR3D体模进行所有图像质量评估。采集了五组测量数据,每组包括一张二维乳腺X线图像以及一组在50°弧长内的25个投影。基于MPA的重建算法经过调整,用于使用固定探测器的部分等中心旋转。为作参考,还针对此几何结构开发了一种反投影(BP)算法。在比较研究中,结合投影的预滤波对算法性能进行了评估,该研究还涉及断层合成切片与二维乳腺X线图像之间的比较。

结果

对用BP和MPA重建的断层合成切片的评估表明,这两种算法的性能相近,在特征检测、背景组织的大小和外观方面没有显著差异,且MPA使整个过程运行得更快。与未滤波相比,投影的预滤波产生了更好的BT图像。厚度增加导致对感兴趣特征的检测受限,尤其是较小尺寸的特征。在这些情况下,与二维图像相比,经过滤波的BT切片由于去除了叠加组织而使可视化得到改善。相同厚度体模中不同的乳腺样平板排列对重建特征的质量有轻微影响。

结论

先前已应用于从同步加速器设施获取的投影重建断层图像的MPA是一种高效算法,完全符合BT临床系统要求且可成功用于该系统。与二维乳腺X线摄影相比,BT在可视化小尺寸特征以及增加体模厚度或密集背景内带有叠加结构的特征方面具有优势。

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