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基于非刚性配准和高度加速电影磁共振成像的心肌应变估计

Estimation of myocardial strain from non-rigid registration and highly accelerated cine CMR.

作者信息

Langton Jonathan E N, Lam Hoi-Ieng, Cowan Brett R, Occleshaw Christopher J, Gabriel Ruvin, Lowe Boris, Lydiard Suzanne, Greiser Andreas, Schmidt Michaela, Young Alistair A

机构信息

Department of Radiology, Auckland District Health Board, Auckland, New Zealand.

Department of Anatomy and Medical Imaging, University of Auckland, Auckland, New Zealand.

出版信息

Int J Cardiovasc Imaging. 2017 Jan;33(1):101-107. doi: 10.1007/s10554-016-0978-x. Epub 2016 Sep 13.

Abstract

Sparsely sampled cardiac cine accelerated acquisitions show promise for faster evaluation of left-ventricular function. Myocardial strain estimation using image feature tracking methods is also becoming widespread. However, it is not known whether highly accelerated acquisitions also provide reliable feature tracking strain estimates. Twenty patients and twenty healthy volunteers were imaged with conventional 14-beat/slice cine acquisition (STD), 4× accelerated 4-beat/slice acquisition with iterative reconstruction (R4), and a 9.2× accelerated 2-beat/slice real-time acquisition with sparse sampling and iterative reconstruction (R9.2). Radial and circumferential strains were calculated using non-rigid registration in the mid-ventricle short-axis slice and inter-observer errors were evaluated. Consistency was assessed using intra-class correlation coefficients (ICC) and bias with Bland-Altman analysis. Peak circumferential strain magnitude was highly consistent between STD and R4 and R9.2 (ICC = 0.876 and 0.884, respectively). Average bias was -1.7 ± 2.0 %, p < 0.001, for R4 and -2.7 ± 1.9 %, p < 0.001 for R9.2. Peak radial strain was also highly consistent (ICC = 0.829 and 0.785, respectively), with average bias -11.2 ± 18.4 %, p < 0.001, for R4 and -15.0 ± 21.2 %, p < 0.001 for R9.2. STD circumferential strain could be predicted by linear regression from R9.2 with an R of 0.82 and a root mean squared error of 1.8 %. Similarly, radial strain could be predicted with an R of 0.67 and a root mean squared error of 21.3 %. Inter-observer errors were not significantly different between methods, except for peak circumferential strain R9.2 (1.1 ± 1.9 %) versus STD (0.3 ± 1.0 %), p = 0.011. Although small systematic differences were observed in strain, these were highly consistent with standard acquisitions, suggesting that accelerated myocardial strain is feasible and reliable in patients who require short acquisition durations.

摘要

稀疏采样的心脏电影加速采集显示出有望更快地评估左心室功能。使用图像特征跟踪方法进行心肌应变估计也越来越普遍。然而,尚不清楚高度加速的采集是否也能提供可靠的特征跟踪应变估计值。对20名患者和20名健康志愿者进行了常规的14次/层电影采集(STD)、采用迭代重建的4倍加速4次/层采集(R4)以及采用稀疏采样和迭代重建的9.2倍加速2次/层实时采集(R9.2)成像。在心室短轴切片中使用非刚性配准计算径向和圆周应变,并评估观察者间误差。使用组内相关系数(ICC)和Bland-Altman分析的偏差来评估一致性。STD与R4和R9.2之间的圆周应变峰值大小高度一致(ICC分别为0.876和0.884)。R4的平均偏差为-1.7±2.0%,p<0.001,R9.2的平均偏差为-2.7±1.9%,p<0.001。径向应变峰值也高度一致(ICC分别为0.829和0.785),R4的平均偏差为-11.2±18.4%,p<0.001,R9.2的平均偏差为-15.0±21.2%,p<0.001。STD圆周应变可以通过R9.2的线性回归预测,R为0.82,均方根误差为1.8%。同样,径向应变可以用R为0.67,均方根误差为21.3%来预测。除了圆周应变峰值R9.2(1.1±1.9%)与STD(0.3±1.0%)相比,p=0.011外,各方法间观察者间误差无显著差异。尽管在应变方面观察到了小的系统差异,但这些与标准采集高度一致,表明在需要短采集时间的患者中,加速心肌应变是可行且可靠的。

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