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

被引:0
|
作者
Xu, Xi [1 ,2 ]
Hu, Junpu [3 ]
Zheng, Yijia [1 ]
Liu, Yuanyuan [1 ]
Cui, Zhuoxu [1 ]
Liang, Dong [2 ,4 ]
Zhu, Yanjie [1 ,5 ]
机构
[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, Paul C Lauterbur Res Ctr Biomed Imaging, Shenzhen, Peoples R China
[2] Univ Chinese Acad Sci, Shenzhen Coll Adv Technol, Shenzhen, Peoples R China
[3] United Imaging Healthcare, Shanghai, Peoples R China
[4] Chinese Acad Sci, Shenzhen Inst Adv Technol, Res Ctr Med AI, Shenzhen, Peoples R China
[5] Chinese Acad Sci, Shenzhen Inst Adv Technol, Paul C Lauterbur Res Ctr Biomed Imaging, Shenzhen 518055, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
cardiac magnetic resonance; diffusion tensor imaging; free breathing; motion correction; navigator; slice tracking; HUMAN HEART; RESPIRATORY MOTION; SPIN-ECHO; REPRODUCIBILITY; HOLD;
D O I
10.1002/nbm.4922
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
BackgroundDiffusion 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. MethodsCoronal 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. ResultsIn 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). ConclusionIn 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.
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页数:11
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