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Accelerated phase-contrast cine MRI using k-t SPARSE-SENSE

机译:使用k-t SPARSE-SENSE的加速相衬电影MRI

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摘要

Phase-contrast (PC) cine MRI is a promising method for assessment of pathologic hemodynamics, including cardiovascular and hepatoportal vascular dynamics, but its low data acquisition efficiency limits the achievable spatial and temporal resolutions within clinically acceptable breath-hold durations. We propose to accelerate PC cine MRI using an approach which combines compressed sensing and parallel imaging (k-t SPARSE-SENSE). We validated the proposed 6-fold accelerated PC cine MRI against 3-fold accelerated PC cine MRI with parallel imaging (generalized autocalibrating partially parallel acquisitions). With the programmable flow pump, we simulated a time varying waveform emulating hepatic blood flow. Normalized root mean square error between two sets of velocity measurements was 2.59%. In multiple blood vessels of 12 control subjects, two sets of mean velocity measurements were in good agreement (mean difference = -0.29 cm/s; lower and upper 95% limits of agreement = -5.26 and 4.67 cm/s, respectively). The mean phase noise, defined as the standard deviation of the phase in a homogeneous stationary region, was significantly lower for k-t SPARSE-SENSE than for generalized autocalibrating partially parallel acquisitions (0.05 ± 0.01 vs. 0.19 ± 0.06 radians, respectively; P < 0.01). The proposed 6-fold accelerated PC cine MRI pulse sequence with k-t SPARSE-SENSE is a promising investigational method for rapid velocity measurement with relatively high spatial (1.7 mm A- 1.7 mm) and temporal (~35 ms) resolutions.
机译:相衬(MRI)电影MRI是评估病理性血液动力学(包括心血管和肝门血管动态)的一种有前途的方法,但其低数据采集效率限制了在临床上可接受的屏气持续时间内可实现的空间和时间分辨率。我们建议使用结合了压缩感测和并行成像(k-t SPARSE-SENSE)的方法来加速PC电影MRI。我们通过并行成像(通用自动校准部分并行采集)对提出的6倍加速PC电影MRI与3倍加速PC电影MRI进行了验证。使用可编程流量泵,我们模拟了随时间变化的波形,模拟了肝血流。两组速度测量之间的归一化均方根误差为2.59%。在12名对照受试者的多条血管中,两组平均速度测量值吻合良好(平均差异= -0.29 cm / s; 95%一致的上下限分别为-5.26和4.67 cm / s)。 kt SPARSE-SENSE的平均相位噪声(定义为均匀静止区域中的相位的标准偏差)显着低于广义自动校准的部分平行采集(分别为0.05±0.01与0.19±0.06弧度; P <0.01 )。提出的具有k-t SPARSE-SENSE的6倍加速PC电影MRI脉冲序列是一种有前途的研究方法,可用于以相对较高的空间分辨率(1.7 mm A- 1.7 mm)和时间分辨率(〜35 ms)进行快速速度测量。

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