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Compressed Sensing Real-Time Cine Reduces CMR Arrhythmia-Related Artifacts

机译:压缩感测实时凝聚力减少了与CMR心律失常相关的工件

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摘要

Background and objective: Cardiac magnetic resonance (CMR) is a key tool for cardiac work-up. However, arrhythmia can be responsible for arrhythmia-related artifacts (ARA) and increased scan time using segmented sequences. The aim of this study is to evaluate the effect of cardiac arrhythmia on image quality in a comparison of a compressed sensing real-time (CSrt) cine sequence with the reference prospectively gated segmented balanced steady-state free precession (Cineref) technique regarding ARA. Methods: A total of 71 consecutive adult patients (41 males; mean age = 59.5 ± 20.1 years (95% CI: 54.7–64.2 years)) referred for CMR examination with concomitant irregular heart rate (defined by an RR interval coefficient of variation >10%) during scanning were prospectively enrolled. For each patient, two cine sequences were systematically acquired: first, the reference prospectively triggered multi-breath-hold Cineref sequence including a short-axis stack, one four-chamber slice, and a couple of two-chamber slices; second, an additional single breath-hold CSrt sequence providing the same slices as the reference technique. Two radiologists independently assessed ARA and image quality (overall, acquisition, and edge sharpness) for both techniques. Results: The mean heart rate was 71.8 ± 19.0 (SD) beat per minute (bpm) (95% CI: 67.4–76.3 bpm) and its coefficient of variation was 25.0 ± 9.4 (SD) % (95% CI: 22.8–27.2%). Acquisition was significantly faster with CSrt than with Cineref (Cineref: 556.7 ± 145.4 (SD) s (95% CI: 496.7–616.7 s); CSrt: 23.9 ± 7.9 (SD) s (95% CI: 20.6–27.1 s); p < 0.0001). A total of 599 pairs of cine slices were evaluated (median: 8 (range: 6–14) slices per patient). The mean proportion of ARA-impaired slices per patient was 85.9 ± 22.7 (SD) % using Cineref, but this was figure was zero using CSrt (p < 0.0001). The European CMR registry artifact score was lower with CSrt (median: 1 (range: 0–5)) than with Cineref (median: 3 (range: 0–3); p < 0.0001). Subjective image quality was higher in CSrt than in Cineref (median: 3 (range: 1–3) versus 2 (range: 1–4), respectively; p < 0.0001). In line, edge sharpness was higher on CSrt cine than on Cineref images (0.054 ± 0.016 pixel−1 (95% CI: 0.050–0.057 pixel−1) versus 0.042 ± 0.022 pixel−1 (95% CI: 0.037–0.047 pixel−1), respectively; p = 0.0001). Conclusion: Compressed sensing real-time cine drastically reduces arrhythmia-related artifacts and thus improves cine image quality in patients with arrhythmia.
机译:背景和目的:心脏磁共振(CMR)是心脏锻炼的关键工具。然而,心律失常可以对心律失常相关的工件(ARA)和使用分段序列增加扫描时间。本研究的目的是评估心脏心律失常对图像质量的影响,以便在具有关于ARA的参考前瞻性分段的平衡稳态自由预防(CINEREF)技术的压缩传感实时(CSRT)Cine序列的比较。方法:共有71名连续成年患者(41名男性;平均年龄= 59.5±20.1岁(95%CI:54.7-64.2岁))提到CMR考试,伴随着不规则的心率(由RR间隔系数定义>扫描期间的10%)进行了前瞻性注册。对于每位患者,系统地获得了两个凝聚序列:首先,参考前瞻性触发的多呼吸粘贴曲线序列,包括短轴堆叠,一个四室切片和几个两个腔切片;其次,额外的单呼吸保持CSRT序列,提供与参考技术相同的切片。两位放射科医师独立评估了两种技术的ARA和图像质量(总体,采集和边缘锐度)。结果:平均心率为71.8±19.0(SD)拍打每分钟(BPM)(95%CI:67.4-76.3 BPM)及其变异系数为25.0±9.4(SD)%(​​95%CI:22.8-27.2 %)。 CSRT比Cineref(Cineref:556.7±145.4(SD)S(95%Ci:496.7-616.7)的收购更快; CSRT:23.9±7.9(SD)S(95%CI:20.6-27.1); P <0.0001)。每位患者评估共599对连续切片(中位数:8(范围:6-14)切片)。使用cineref,每位患者的ARA损伤切片的平均比例为85.9±22.7(SD)%,但使用CSRT(P <0.0001)为零。 CSRT(中位数:1(范围:0-5))较低的欧洲CMR注册机器人得分比Cineref(中位数:3(范围:0-3); P <0.0001)。 CSRT中的主观图像质量高于Cineref(中位数:3(范围:1-3),分别为2(范围:1-4); P <0.0001)。在线,CSRT CINE上的边缘清晰度高于CINEREF图像(0.054±0.016像素-1(95%CI:0.050-0.057像素-1)而不是0.042±0.022像素-1(95%CI:0.037-0.047像素 - 1)分别; p = 0.0001)。结论:压缩检测的实时型调速大大减少了与心律失常相关的工件,从而提高了心律失常患者的调解图像质量。

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