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本文引用的文献

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Accelerated MR imaging using compressive sensing with no free parameters.使用无自由参数的压缩感知加速磁共振成像。
Magn Reson Med. 2012 Nov;68(5):1450-7. doi: 10.1002/mrm.24143. Epub 2012 Jan 20.
2
Sparse-CAPR: highly accelerated 4D CE-MRA with parallel imaging and nonconvex compressive sensing.稀疏性正则化的 CAPR 重建:具有并行成像和非凸压缩感知的高加速 4D CE-MRA。
Magn Reson Med. 2011 Oct;66(4):1019-32. doi: 10.1002/mrm.22892. Epub 2011 May 23.
3
Max CAPR: high-resolution 3D contrast-enhanced MR angiography with acquisition times under 5 seconds.最大 CAPR:高分辨率 3D 对比增强磁共振血管造影,采集时间在 5 秒以下。
Magn Reson Med. 2010 Oct;64(4):1171-81. doi: 10.1002/mrm.22434.
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A rapid and robust numerical algorithm for sensitivity encoding with sparsity constraints: self-feeding sparse SENSE.一种快速而稳健的基于稀疏约束的灵敏度编码数值算法:自馈稀疏 SENSE。
Magn Reson Med. 2010 Oct;64(4):1078-88. doi: 10.1002/mrm.22504.
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Accelerating time-resolved MRA with multiecho acquisition.加速时间分辨磁共振血管成像的多回波采集。
Magn Reson Med. 2010 Jun;63(6):1520-8. doi: 10.1002/mrm.22373.
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Rapid 3D radial multi-echo functional magnetic resonance imaging.快速三维径向多回波功能磁共振成像。
Neuroimage. 2010 Oct 1;52(4):1428-43. doi: 10.1016/j.neuroimage.2010.05.004. Epub 2010 May 7.
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Robust water/fat separation in the presence of large field inhomogeneities using a graph cut algorithm.使用图割算法在存在大的场不均匀性的情况下实现稳健的水/脂肪分离。
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Temporal stability of adaptive 3D radial MRI using multidimensional golden means.使用多维黄金分割法的自适应3D径向磁共振成像的时间稳定性
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3D time-resolved MR angiography (MRA) of the carotid arteries with time-resolved imaging with stochastic trajectories: comparison with 3D contrast-enhanced Bolus-Chase MRA and 3D time-of-flight MRA.采用随机轨迹时间分辨成像的颈动脉三维时间分辨磁共振血管造影(MRA):与三维对比增强团注追踪MRA和三维时间飞跃MRA的比较
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3D high temporal and spatial resolution contrast-enhanced MR angiography of the whole brain.全脑三维高时间和空间分辨率对比增强磁共振血管造影
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基于多回波径向轨迹和 GraDeS 重建的快速时间分辨磁共振血管成像。

Rapid time-resolved magnetic resonance angiography via a multiecho radial trajectory and GraDeS reconstruction.

机构信息

Department of Radiology, School of Medicine, Case Western Reserve University / University Hospitals of Cleveland, Cleveland, Ohio 44106, USA.

出版信息

Magn Reson Med. 2013 Feb;69(2):346-59. doi: 10.1002/mrm.24256. Epub 2012 Apr 3.

DOI:10.1002/mrm.24256
PMID:22473742
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3556219/
Abstract

Contrast-enhanced magnetic resonance angiography is challenging due to the need for both high spatial and temporal resolution. A multishot trajectory composed of pseudo-random rotations of a single multiecho radial readout was developed. The trajectory is designed to give incoherent aliasing artifacts and a relatively uniform distribution of projections over all time scales. A field map (computed from the same data set) is used to avoid signal dropout in regions of substantial field inhomogeneity. A compressed sensing reconstruction using the GraDeS algorithm was used. Whole brain angiograms were reconstructed at 1-mm isotropic resolution and a 1.1-s frame rate (corresponding to an acceleration factor > 100). The only parameter which must be chosen is the number of iterations of the GraDeS algorithm. A larger number of iterations improves the temporal behavior at cost of decreased image signal-to-noise ratio. The resulting images provide a good depiction of the cerebral vasculature and have excellent arterial/venous separation.

摘要

由于需要高空间和时间分辨率,对比增强磁共振血管造影具有挑战性。开发了一种由单个多回波径向读出的伪随机旋转组成的多shot 轨迹。该轨迹旨在产生不相关的混叠伪影,并在所有时间尺度上相对均匀地分布投影。使用场图(从同一数据集计算)来避免在具有显著场不均匀性的区域中的信号丢失。使用 GraDeS 算法进行压缩感知重建。以 1 毫米各向同性分辨率和 1.1 秒帧率(对应于> 100 的加速因子)重建全脑血管造影。唯一必须选择的参数是 GraDeS 算法的迭代次数。更多的迭代次数可以改善时间行为,但代价是图像信噪比降低。得到的图像很好地描绘了脑血管,并具有出色的动脉/静脉分离。