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基于压缩感知的颅内和颅外动脉高分辨率磁共振成像:与常规并行成像的比较。

High-Resolution Magnetic Resonance Imaging Using Compressed Sensing for Intracranial and Extracranial Arteries: Comparison with Conventional Parallel Imaging.

机构信息

Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.

出版信息

Korean J Radiol. 2019 Mar;20(3):487-497. doi: 10.3348/kjr.2018.0424.

Abstract

OBJECTIVE

To compare conventional sensitivity encoding (SENSE) to compressed sensing plus SENSE (CS) for high-resolution magnetic resonance imaging (HR-MRI) of intracranial and extracranial arteries.

MATERIALS AND METHODS

HR-MRI was performed in 14 healthy volunteers. Three-dimensional T1-weighted imaging (T1WI) and proton density-weighted imaging (PD) were acquired using CS or SENSE under the same total acceleration factors (AF)-5.5, 6.8, and 9.7 for T1WI and 3.2, 4.0, and 5.8 for PD-to achieve reduced scanning times in comparison with the original imaging sequence (SENSE T1WI, AF 3.5; SENSE PD, AF 2.0) using the 3-tesla system. Two neuroradiologists measured signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR), and used visual scoring systems to assess image quality. Acceptable imaging was defined as a visual score ≥ 2. Repeated measures analysis of variance and Cochran's Q test were performed.

RESULTS

CS yielded better image quality and vessel delineation than SENSE in T1WI with AF of 5.5, 6.8, and 9.7, and in PD with AF of 5.8 ( < 0.05). CS T1WI with AF of 5.5 and CS PD with AF of 3.2 and 4.0 did not differ significantly from original imaging ( > 0.05). SNR and CNR in CS were higher than they were in SENSE, but lower than they were in the original images ( < 0.05). CS yielded higher proportions of acceptable imaging than SENSE (CS T1WI with AF of 6.8 and PD with AF of 5.8; < 0.0167).

CONCLUSION

CS is superior to SENSE, and may be a reliable acceleration method for vessel HR-MRI using AF of 5.5 for T1WI, and 3.2 and 4.0 for PD.

摘要

目的

比较常规灵敏度编码(SENSE)与压缩感知加 SENSE(CS)在颅内和颅外动脉高分辨率磁共振成像(HR-MRI)中的应用。

材料与方法

对 14 名健康志愿者进行 HR-MRI 检查。采用 CS 或 SENSE 技术,在相同的总加速因子(AF)-5.5、6.8 和 9.7 下采集三维 T1 加权成像(T1WI)和质子密度加权成像(PD),以实现比原始成像序列(SENSE T1WI,AF 3.5;SENSE PD,AF 2.0)更短的扫描时间,使用 3T 系统。两位神经放射科医生测量了信噪比(SNR)和对比噪声比(CNR),并使用视觉评分系统评估图像质量。可接受的成像定义为视觉评分≥2。采用重复测量方差分析和 Cochran's Q 检验进行分析。

结果

在 AF 为 5.5、6.8 和 9.7 的 T1WI 以及 AF 为 5.8 的 PD 中,CS 成像质量和血管勾画均优于 SENSE( < 0.05)。AF 为 5.5 的 CS T1WI 和 AF 为 3.2 和 4.0 的 CS PD 与原始图像无显著差异( > 0.05)。CS 的 SNR 和 CNR 高于 SENSE,但低于原始图像( < 0.05)。CS 的可接受成像比例高于 SENSE(CS T1WI,AF 为 6.8 和 PD,AF 为 5.8; < 0.0167)。

结论

CS 优于 SENSE,在 T1WI 的 AF 为 5.5,PD 的 AF 为 3.2 和 4.0 时,可能是一种可靠的血管 HR-MRI 加速方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f1e/6389811/3a6ddad659dd/kjr-20-487-g001.jpg

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