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首页> 外文期刊>Journal of cardiovascular magnetic resonance : >High spatial and temporal resolution retrospective cine cardiovascular magnetic resonance from shortened free breathing real-time acquisitions
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High spatial and temporal resolution retrospective cine cardiovascular magnetic resonance from shortened free breathing real-time acquisitions

机译:通过缩短自由呼吸的实时采集来获得高时空分辨率的回顾性电影心血管磁共振

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摘要

BackgroundCine cardiovascular magnetic resonance (CMR) is challenging in patients who cannot perform repeated breath holds. Real-time, free-breathing acquisition is an alternative, but image quality is typically inferior. There is a clinical need for techniques that achieve similar image quality to the segmented cine using a free breathing acquisition. Previously, high quality retrospectively gated cine images have been reconstructed from real-time acquisitions using parallel imaging and motion correction. These methods had limited clinical applicability due to lengthy acquisitions and volumetric measurements obtained with such methods have not previously been evaluated systematically.MethodsThis study introduces a new retrospective reconstruction scheme for real-time cine imaging which aims to shorten the required acquisition. A real-time acquisition of 16-20s per acquired slice was inputted into a retrospective cine reconstruction algorithm, which employed non-rigid registration to remove respiratory motion and SPIRiT non-linear reconstruction with temporal regularization to fill in missing data. The algorithm was used to reconstruct cine loops with high spatial (1.3-1.8?×?1.8-2.1 mm2) and temporal resolution (retrospectively gated, 30 cardiac phases, temporal resolution 34.3?±?9.1 ms). Validation was performed in 15 healthy volunteers using two different acquisition resolutions (256?×?144/192?×?128 matrix sizes). For each subject, 9 to 12 short axis and 3 long axis slices were imaged with both segmented and real-time acquisitions. The retrospectively reconstructed real-time cine images were compared to a traditional segmented breath-held acquisition in terms of image quality scores. Image quality scoring was performed by two experts using a scale between 1 and 5 (poor to good). For every subject, LAX and three SAX slices were selected and reviewed in the random order. The reviewers were blinded to the reconstruction approach and acquisition protocols and scores were given to segmented and retrospective cine series. Volumetric measurements of cardiac function were also compared by manually tracing the myocardium for segmented and retrospective cines.ResultsMean image quality scores were similar for short axis and long axis views for both tested resolutions. Short axis scores were 4.52/4.31 (high/low matrix sizes) for breath-hold vs. 4.54/4.56 for real-time (paired t-test, P?=?0.756/0.011). Long axis scores were 4.09/4.37 vs. 3.99/4.29 (P?=?0.475/0.463). Mean ejection fraction was 60.8/61.4 for breath-held acquisitions vs. 60.3/60.3 for real-time acquisitions (P?=?0.439/0.093). No significant differences were seen in end-diastolic volume (P?=?0.460/0.268) but there was a trend towards a small overestimation of end-systolic volume of 2.0/2.5 ml, which did not reach statistical significance (P?=?0.052/0.083).ConclusionsReal-time free breathing CMR can be used to obtain high quality retrospectively gated cine images in 16-20s per slice. Volumetric measurements and image quality scores were similar in images from breath-held segmented and free breathing, real-time acquisitions. Further speedup of image reconstruction is still needed.
机译:背景对于无法反复屏气的患者,Cine心血管磁共振(CMR)具有挑战性。实时自由呼吸采集是一种替代方法,但是图像质量通常较差。临床上需要使用自由呼吸采集来获得与分割电影相似的图像质量的技术。以前,已经使用并行成像和运动校正从实时采集中重建了高质量的回顾性门控电影图像。由于采集时间长,这些方法在临床上的应用受到限制,而且这种方法获得的体积测量值以前尚未得到系统的评估。方法本研究引入了一种新的实时电影成像回顾性重建方案,旨在缩短所需的采集。回顾性电影重建算法将每个获取的切片实时获取16-20s,该算法采用非刚性配准来消除呼吸运动,并通过时间正则化进行SPIRiT非线性重建以填充丢失的数据。该算法用于重建具有高空间(1.3-1.8?×?1.8-2.1 mm2)和时间分辨率(回顾性门控,30个心动相,时间分辨率34.3?±?9.1 ms)的电影循环。使用两种不同的采集分辨率(256?×?144/192?×?128矩阵大小)对15名健康志愿者进行验证。对于每个受试者,通过分段和实时采集对9至12个短轴切片和3个长轴切片进行成像。回顾性重建的实时电影图像在图像质量得分方面与传统的分段屏气采集进行了比较。图像质量评分是由两名专家使用1到5(差到好)的等级进行的。对于每个主题,选择LAX和三个SAX切片并以随机顺序对其进行检查。审稿人对重建方法和获取方案视而不见,并对分段和回顾性电影系列给出了分数。还通过手动追踪分段和回顾性电影的心肌,比较了心脏功能的体积测量结果。在两种测试分辨率下,短轴和长轴视图的平均图像质量得分相似。屏气的短轴得分为4.52 / 4.31(高/低矩阵大小),实时的短轴得分为4.54 / 4.56(配对t检验,P≥0.756/ 0.011)。长轴得分是4.09 / 4.37和3.99 / 4.29(P?=?0.475 / 0.463)。屏气采集的平均射血分数为60.8 / 61.4,而实时采集的平均射血分数为60.3 / 60.3(P≥0.439/ 0.093)。舒张末期容积无明显差异(P = 0.460 / 0.268),但有一个趋势,即低估了2.0 / 2.5 ml的收缩末期容积,这没有统计学意义(P = 0.26)。 0.052 / 0.083)。结论实时自由呼吸CMR可用于以每片16-20s的速度获得高质量的回顾性门控电影图像。屏息和自由呼吸的实时采集图像中的体积测量值和图像质量得分相似。仍然需要进一步加快图像重建速度。

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