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快速 WASABI 后处理:临床常规 CEST MRI 中快速 B 和 B 校正的应用。

Fast WASABI post-processing: Access to rapid B and B correction in clinical routine for CEST MRI.

机构信息

Department of R&D Advanced Applications, Olea Medical, La Ciotat, France.

Department of Research & Innovation, Olea Medical, La Ciotat, France.

出版信息

Magn Reson Imaging. 2023 Oct;102:203-211. doi: 10.1016/j.mri.2023.06.001. Epub 2023 Jun 14.

Abstract

CEST MRI methods, such as APT and NOE imaging reveal biomarkers with significant diagnostic potential due to their ability to access molecular tissue information. Regardless of the technique used, CEST MRI data are affected by static magnetic B and radiofrequency B field inhomogeneities that degrade their contrast. For this reason, the correction of B field-induced artefacts is essential, whereas accounting for B field inhomogeneities have shown significant improvements in image readability. In a previous work, an MRI protocol called WASABI was presented, which can map simultaneously B and B field inhomogeneities, while maintaining the same sequence and readout types as used for CEST MRI. Despite the highly satisfactory quality of B and B maps computed from the WASABI data, the post-processing method is based on an exhaustive search of a four-parameter space and an additional four-parameter non-linear model fitting step. This leads to long post-processing times that are prohibitive in clinical practice. This work provides a new method for fast post-processing of WASABI data with outstanding acceleration of the parameter estimation procedure and without compromising its stability. The resulting computational acceleration makes the WASABI technique suitable for clinical use. The stability of the method is demonstrated on phantom data and clinical 3 Tesla in vivo data.

摘要

CEST MRI 方法,如 APT 和 NOE 成像,由于能够获取分子组织信息,因此具有显著的诊断潜力,可以揭示生物标志物。无论使用何种技术,CEST MRI 数据都会受到静态磁场 B 和射频 B 场不均匀性的影响,从而降低其对比度。因此,必须校正 B 场引起的伪影,而考虑 B 场不均匀性已经显示出对图像可读性的显著改善。在之前的工作中,提出了一种称为 WASABI 的 MRI 协议,它可以同时映射 B 和 B 场不均匀性,同时保持与 CEST MRI 相同的序列和读出类型。尽管从 WASABI 数据计算得出的 B 和 B 图谱质量非常令人满意,但后处理方法基于对四参数空间的详尽搜索和附加的四参数非线性模型拟合步骤。这导致后处理时间过长,在临床实践中无法使用。这项工作提供了一种新的方法,可以快速处理 WASABI 数据,大大加速参数估计过程,而不会影响其稳定性。所得到的计算加速使 WASABI 技术适合临床使用。该方法的稳定性在体模数据和临床 3T 体内数据上得到了验证。

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