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采用迭代重建技术的高度欠采样对比增强磁共振血管造影:在临床环境中的整合应用

Highly undersampled contrast-enhanced MRA with iterative reconstruction: Integration in a clinical setting.

作者信息

Stalder Aurelien F, Schmidt Michaela, Quick Harald H, Schlamann Marc, Maderwald Stefan, Schmitt Peter, Wang Qiu, Nadar Mariappan S, Zenge Michael O

机构信息

Siemens Healthcare, Erlangen, Germany.

Erwin L. Hahn Institute for MR Imaging, University of Duisburg-Essen, Germany.

出版信息

Magn Reson Med. 2015 Dec;74(6):1652-60. doi: 10.1002/mrm.25565. Epub 2014 Dec 17.

Abstract

PURPOSE

To integrate, optimize, and evaluate a three-dimensional (3D) contrast-enhanced sparse MRA technique with iterative reconstruction on a standard clinical MR system.

METHODS

Data were acquired using a highly undersampled Cartesian spiral phyllotaxis sampling pattern and reconstructed directly on the MR system with an iterative SENSE technique. Undersampling, regularization, and number of iterations of the reconstruction were optimized and validated based on phantom experiments and patient data. Sparse MRA of the whole head (field of view: 265 × 232 × 179 mm(3) ) was investigated in 10 patient examinations.

RESULTS

High-quality images with 30-fold undersampling, resulting in 0.7 mm isotropic resolution within 10 s acquisition, were obtained. After optimization of the regularization factor and of the number of iterations of the reconstruction, it was possible to reconstruct images with excellent quality within six minutes per 3D volume. Initial results of sparse contrast-enhanced MRA (CEMRA) in 10 patients demonstrated high-quality whole-head first-pass MRA for both the arterial and venous contrast phases.

CONCLUSION

While sparse MRI techniques have not yet reached clinical routine, this study demonstrates the technical feasibility of high-quality sparse CEMRA of the whole head in a clinical setting. Sparse CEMRA has the potential to become a viable alternative where conventional CEMRA is too slow or does not provide sufficient spatial resolution.

摘要

目的

在标准临床磁共振(MR)系统上整合、优化并评估一种采用迭代重建的三维(3D)对比增强稀疏磁共振血管造影(MRA)技术。

方法

使用高度欠采样的笛卡尔螺旋叶序采样模式采集数据,并采用迭代敏感性编码(SENSE)技术在MR系统上直接重建。基于体模实验和患者数据对重建的欠采样、正则化和迭代次数进行优化和验证。在10例患者检查中对全脑(视野:265×232×179 mm³)进行了稀疏MRA研究。

结果

获得了高质量图像,欠采样30倍,在10秒采集时间内实现了0.7毫米各向同性分辨率。在优化正则化因子和重建迭代次数后,每3D容积可在6分钟内重建出质量优异的图像。10例患者的稀疏对比增强MRA(CEMRA)初步结果显示,在动脉期和静脉期对比时均能获得高质量的全脑首次通过MRA。

结论

虽然稀疏MRI技术尚未成为临床常规技术,但本研究证明了在临床环境中对全脑进行高质量稀疏CEMRA的技术可行性。在传统CEMRA速度过慢或无法提供足够空间分辨率的情况下,稀疏CEMRA有可能成为一种可行的替代方法。

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