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自由呼吸扩散张量心脏 MRI 的切片特异性跟踪。

Slice-specific tracking for free-breathing diffusion tensor cardiac MRI.

机构信息

Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.

Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China.

出版信息

NMR Biomed. 2023 Aug;36(8):e4922. doi: 10.1002/nbm.4922. Epub 2023 Apr 5.

Abstract

BACKGROUND

Diffusion tensor cardiac magnetic resonance (DT-CMR) imaging has great potential to characterize myocardial microarchitecture. However, its accuracy is limited by respiratory and cardiac motion and long scan times. Here, we develop and evaluate a slice-specific tracking method to improve the efficiency and accuracy of DT-CMR acquisition during free breathing.

METHODS

Coronal images were obtained along with signals from a diaphragmatic navigator. Respiratory and slice displacements were obtained from the navigator signals and coronal images, respectively, and these displacements were fitted with a linear model to obtain the slice-specific tracking factors. This method was evaluated in DT-CMR examinations of 17 healthy subjects, and the results were compared with those obtained using a fixed tracking factor of 0.6. DT-CMR with breath-holding was used for reference. Quantitative and qualitative evaluation methods were used to analyze the performance of the slice-specific tracking method and the consistency between the obtained diffusion parameters.

RESULTS

In the study, the slice-specific tracking factors showed an upward trend from the basal to the apical slice. Residual in-plane movements were lower in slice-specific tracking than in fixed-factor tracking (RMSE: 2.748 ± 1.171 versus 5.983 ± 2.623, P < 0.001). The diffusion parameters obtained using slice-specific tracking were not significantly different from those obtained from breath-holding acquisition (P > 0.05).

CONCLUSION

In free-breathing DT-CMR imaging, the slice-specific tracking method reduced misalignment of the acquired slices. The diffusion parameters obtained using this approach were consistent with those obtained with the breath-holding technique.

摘要

背景

弥散张量心脏磁共振(DT-CMR)成像在描绘心肌微观结构方面具有巨大潜力。然而,由于呼吸和心脏运动以及扫描时间长,其准确性受到限制。在此,我们开发并评估了一种切片特异性跟踪方法,以提高自由呼吸状态下 DT-CMR 采集的效率和准确性。

方法

获得沿膈肌导航仪信号的冠状图像。分别从导航器信号和冠状图像中获得呼吸和切片位移,并将这些位移拟合为线性模型,以获得切片特异性跟踪因子。在 17 名健康受试者的 DT-CMR 检查中评估了该方法,并将结果与使用固定跟踪因子 0.6 获得的结果进行了比较。使用屏气 DT-CMR 作为参考。使用定量和定性评估方法分析了切片特异性跟踪方法的性能和所获得扩散参数之间的一致性。

结果

在该研究中,从基底到心尖切片,切片特异性跟踪因子呈上升趋势。与固定因子跟踪相比,切片特异性跟踪的平面内残余运动较小(均方根误差:2.748±1.171 与 5.983±2.623,P<0.001)。使用切片特异性跟踪获得的扩散参数与屏气采集获得的参数没有显著差异(P>0.05)。

结论

在自由呼吸 DT-CMR 成像中,切片特异性跟踪方法减少了采集切片的错位。使用该方法获得的扩散参数与使用屏气技术获得的参数一致。

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