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加速、首过式心脏灌注脉冲序列,采用径向 k 空间采样、压缩感知和 k 空间加权图像对比度重建,专门用于心肌血流的视觉分析和定量。

Accelerated, first-pass cardiac perfusion pulse sequence with radial k-space sampling, compressed sensing, and k-space weighted image contrast reconstruction tailored for visual analysis and quantification of myocardial blood flow.

机构信息

Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.

Department of Biomedical Engineering, Northwestern University, Evanston, Illinois.

出版信息

Magn Reson Med. 2019 Apr;81(4):2632-2643. doi: 10.1002/mrm.27573. Epub 2018 Nov 12.

Abstract

PURPOSE

To develop an accelerated cardiac perfusion pulse sequence and test whether it is capable of increasing spatial coverage, generating high-quality images, and enabling quantification of myocardial blood flow (MBF).

METHODS

We implemented an accelerated first-pass cardiac perfusion pulse sequence by combining radial k-space sampling, compressed sensing (CS), and k-space weighted image contrast (KWIC) filtering. The proposed and clinical standard pulse sequences were evaluated in a randomized order in 13 patients at rest. For visual analysis, 3 readers graded the conspicuity of wall enhancement, artifact, and noise level on a 5-point Likert scale (overall score index = sum of 3 individual scores). Resting MBF was calculated using a Fermi function model with and without KWIC filtering. Mean visual scores and MBF values were compared between sequences using appropriate statistical tests.

RESULTS

The proposed pulse sequence produced greater spatial coverage (6-8 slices) with higher spatial resolution (1.6 × 1.6 × 8 mm ) and shorter readout duration (78 ms) compared to clinical standard (3-4 slices, 3 × 3 × 8 mm , 128 ms, respectively). The overall image score index between accelerated (11.1 ± 1.3) and clinical standard (11.2 ± 1.3) was not significantly different (P = 0.64). Mean resting MBF values with KWIC filtering (0.9-1.2 mL/g/min across different slices) were significantly lower (P < 0.0001) than those without KWIC filtering (3.1-4.3 mL/g/min) and agreed better with values reported in literature.

CONCLUSION

An accelerated, first-pass cardiac perfusion pulse sequence with radial k-space sampling, CS, and KWIC filtering is capable of increasing spatial coverage, generating high-quality images, and enabling quantification of MBF.

摘要

目的

开发一种加速的心脏灌注脉冲序列,并测试其是否能够增加空间覆盖范围、生成高质量图像并实现心肌血流 (MBF) 的定量。

方法

我们通过组合径向 k 空间采样、压缩感知 (CS) 和 k 空间加权图像对比度 (KWIC) 滤波来实现加速的首次通过心脏灌注脉冲序列。在 13 名休息状态的患者中,以随机顺序评估了所提出的和临床标准的脉冲序列。对于视觉分析,3 位读者使用 5 分制(总分指数= 3 个个体得分之和)对壁增强、伪影和噪声水平的显著性进行评分。使用费米函数模型计算有无 KWIC 滤波的静息 MBF。使用适当的统计检验比较序列之间的平均视觉评分和 MBF 值。

结果

与临床标准(分别为 3-4 个切片、3×3×8mm、128ms)相比,所提出的脉冲序列具有更大的空间覆盖范围(6-8 个切片)、更高的空间分辨率(1.6×1.6×8mm)和更短的读取时间(78ms)。加速(11.1±1.3)和临床标准(11.2±1.3)之间的整体图像评分指数没有显著差异(P=0.64)。使用 KWIC 滤波的静息 MBF 值(不同切片的 0.9-1.2mL/g/min)显著低于未使用 KWIC 滤波的 MBF 值(3.1-4.3mL/g/min),并且与文献报道的值更吻合。

结论

一种具有径向 k 空间采样、CS 和 KWIC 滤波的加速首次通过心脏灌注脉冲序列能够增加空间覆盖范围、生成高质量图像并实现 MBF 的定量。

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