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一种用于双轴扫描几何数字胸部断层合成的几何校准方法。

A geometric calibration method for the digital chest tomosynthesis with dual-axis scanning geometry.

机构信息

Health Physics Division, Institute of Nuclear Energy Research, Atomic Energy Council, Taoyuan, Taiwan.

出版信息

PLoS One. 2019 Apr 25;14(4):e0216054. doi: 10.1371/journal.pone.0216054. eCollection 2019.

Abstract

The aim of this study was to develop a geometric calibration method capable of eliminating the reconstruction artifacts of geometric misalignments in a tomosynthesis prototype with dual-axis scanning geometry. The potential scenarios of geometric misalignments were demonstrated, and their effects on reconstructed images were also evaluated. This method was a phantom-based approach with iterative optimization, and the calibration phantom was designed for specific tomosynthesis scanning geometry. The phantom was used to calculate a set of geometric parameters from each projection, and these parameters were then used to evaluate the geometric misalignments of the dual-axis scanning-geometry prototype. The simulated results revealed that the extracted geometric parameters were similar to the input values and that the artifacts of reconstructed images were minimized due to geometric calibration. Additionally, experimental chest phantom imaging results also indicated that the artifacts of the reconstructed images were suppressed and that object structures were preserved through calibration. And the quantitative analysis result also indicated that the MTF can be further improved with the geometric calibration. All the simulated and experimental results demonstrated that this method is effective for tomosynthesis with dual-axis scanning geometry. Furthermore, this geometric calibration method can also be applied to other tomography imaging systems to reduce geometric misalignments and be used for different geometric calibration phantom configurations.

摘要

本研究旨在开发一种几何校准方法,以消除具有双轴扫描几何结构的断层合成原型中几何配准误差引起的重建伪影。本文演示了潜在的几何配准误差情况,并评估了它们对重建图像的影响。该方法是一种基于体模的迭代优化方法,校准体模是针对特定的断层合成扫描几何结构设计的。体模用于从每个投影中计算一组几何参数,然后使用这些参数评估双轴扫描几何原型的几何配准误差。模拟结果表明,提取的几何参数与输入值相似,并且由于几何校准,重建图像的伪影最小化。此外,实验性胸部体模成像结果还表明,通过校准,重建图像的伪影得到了抑制,并且物体结构得到了保留。定量分析结果还表明,几何校准可以进一步提高 MTF。所有的模拟和实验结果都表明,该方法对于具有双轴扫描几何结构的断层合成是有效的。此外,该几何校准方法还可以应用于其他层析成像系统,以减少几何配准误差,并可用于不同的几何校准体模配置。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a62/6483259/f2d5c0ebde65/pone.0216054.g001.jpg

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