Mirzai Maral, Nilsson Jenny, Sund Patrik, Norrlund Rauni Rossi, Diniz Micael Oliveira, Gottfridsson Bengt, Häggström Ida, Johnsson Åse A, Båth Magnus, Svalkvist Angelica
Sahlgrenska Academy, University of Gothenburg, Department of Medical Radiation Sciences, Gothenburg, Sweden.
Sahlgrenska University Hospital, Department of Medical Physics and Biomedical Engineering, Gothenburg, Sweden.
J Med Imaging (Bellingham). 2025 Jan;12(Suppl 1):S13004. doi: 10.1117/1.JMI.12.S1.S13004. Epub 2024 Sep 14.
Chest tomosynthesis (CTS) has a relatively longer acquisition time compared with chest X-ray, which may increase the risk of motion artifacts in the reconstructed images. Motion artifacts induced by breathing motion adversely impact the image quality. This study aims to reduce these artifacts by excluding projection images identified with breathing motion prior to the reconstruction of section images and to assess if motion compensation improves overall image quality.
In this study, 2969 CTS examinations were analyzed to identify examinations where breathing motion has occurred using a method based on localizing the diaphragm border in each of the projection images. A trajectory over diaphragm positions was estimated from a second-order polynomial curve fit, and projection images where the diaphragm border deviated from the trajectory were removed before reconstruction. The image quality between motion-compensated and uncompensated examinations was evaluated using the image quality criteria for anatomical structures and image artifacts in a visual grading characteristic (VGC) study. The resulting rating data were statistically analyzed using the software VGC analyzer.
A total of 58 examinations were included in this study with breathing motion occurring either at the beginning or end ( ) or throughout the entire acquisition ( ). In general, no significant difference in image quality or presence of motion artifacts was shown between the motion-compensated and uncompensated examinations. However, motion compensation significantly improved the image quality and reduced the motion artifacts in cases where motion occurred at the beginning or end. In examinations where motion occurred throughout the acquisition, motion compensation led to a significant increase in ripple artifacts and noise.
Compensation for respiratory motion in CTS by excluding projection images may improve the image quality if the motion occurs mainly at the beginning or end of the examination. However, the disadvantages of excluding projections may outweigh the benefits of motion compensation.
与胸部X线相比,胸部断层合成摄影(CTS)的采集时间相对较长,这可能会增加重建图像中运动伪影的风险。呼吸运动引起的运动伪影会对图像质量产生不利影响。本研究旨在通过在重建断层图像之前排除识别出的存在呼吸运动的投影图像来减少这些伪影,并评估运动补偿是否能提高整体图像质量。
在本研究中,分析了2969例CTS检查,采用一种基于定位每个投影图像中膈肌边界的方法来识别发生呼吸运动的检查。通过二阶多项式曲线拟合估计膈肌位置的轨迹,并在重建前去除膈肌边界偏离该轨迹的投影图像。在视觉分级特征(VGC)研究中,使用解剖结构和图像伪影的图像质量标准评估运动补偿检查和未补偿检查之间的图像质量。使用VGC分析软件对所得的评级数据进行统计分析。
本研究共纳入58例检查,呼吸运动发生在开始或结束时( )或整个采集过程中( )。总体而言,运动补偿检查和未补偿检查之间在图像质量或运动伪影的存在方面没有显著差异。然而,在运动发生在开始或结束的情况下,运动补偿显著提高了图像质量并减少了运动伪影。在整个采集过程中发生运动的检查中,运动补偿导致波纹伪影和噪声显著增加。
如果运动主要发生在检查开始或结束时,通过排除投影图像对CTS中的呼吸运动进行补偿可能会提高图像质量。然而,排除投影图像的缺点可能超过运动补偿的好处