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3T 下用于水脑症磁共振成像的迭代去噪加速 3D FLAIR 序列。

Iterative Denoising Accelerated 3D FLAIR Sequence for Hydrops MR Imaging at 3T.

机构信息

From the Department of Neuroradiology (R.Q., E.H., M.E.), Lariboisière University Hospital, Paris, France.

Siemens Healthineers France (A.V.), Saint-Denis, France.

出版信息

AJNR Am J Neuroradiol. 2023 Sep;44(9):1064-1069. doi: 10.3174/ajnr.A7953. Epub 2023 Aug 3.

Abstract

BACKGROUND AND PURPOSE

3D FLAIR sequences have become the criterion standard for identifying endolymphatic hydrops, but scan time remains an important limitation to their widespread use. Our purpose was to evaluate the diagnostic performance and image quality of an accelerated 3D FLAIR sequence combined with an iterative denoising algorithm.

MATERIALS AND METHODS

This was a retrospective study performed on 30 patients with clinical suspicion of endolymphatic hydrops who underwent 3T MR imaging 4 hours after gadolinium injection using two 3D FLAIR sequences. The first (conventional FLAIR) was accelerated with a conventional turbo factor of 187. The second was accelerated with an increased turbo factor of 263, resulting in a 33% scan time reduction (5 minutes 36 seconds versus 8 minutes 15 seconds, respectively). A sequence was reconstructed in-line immediately after the accelerated 3D FLAIR acquisition from the same raw data with iterative denoising (accelerated-FLAIR iterative denoising). The signal intensity ratio image quality score and endolymphatic hydrops diagnosis were evaluated.

RESULTS

The mean signal intensity ratio for symptomatic and asymptomatic ears of accelerated-FLAIR iterative denoising was significantly higher than the mean SNR of conventional FLAIR (29.5 versus 19 and 25.9 versus 16.3, < .001). Compared with the conventional FLAIR sequence, the image-quality score was higher with accelerated-FLAIR iterative denoising (mean image-quality score, 3.8 [SD, 0.4] versus 3.3 [SD, 0.6] for accelerated-FLAIR iterative denoising and conventional FLAIR, respectively, = .003). There was no significant difference in the diagnosis of endolymphatic hydrops between the 2 sequences. Interreader agreement was good-to-excellent.

CONCLUSIONS

The iterative denoising algorithm applied to an accelerated 3D FLAIR sequence for exploration of endolymphatic hydrops enabled significantly reducing the scan time without compromising image quality and diagnostic performance.

摘要

背景与目的

3D-FLAIR 序列已成为识别内淋巴积水的标准方法,但扫描时间仍然是其广泛应用的一个重要限制。本研究旨在评估联合迭代去噪算法的加速 3D-FLAIR 序列的诊断性能和图像质量。

材料与方法

本研究为回顾性研究,共纳入 30 例临床怀疑内淋巴积水的患者,在钆剂注射后 4 小时行 3T MRI 检查,使用两种 3D-FLAIR 序列。第一种(常规 FLAIR)采用传统的 turbo 因子 187 加速。第二种采用更高的 turbo 因子 263 加速,扫描时间缩短 33%(分别为 5 分 36 秒和 8 分 15 秒)。在加速 3D-FLAIR 采集后,从相同的原始数据中立即重建一个带有迭代去噪的序列(加速-FLAIR 迭代去噪)。评估信号强度比图像质量评分和内淋巴积水的诊断。

结果

加速-FLAIR 迭代去噪的有症状和无症状耳的平均信号强度比显著高于常规 FLAIR 的平均 SNR(29.5 比 19 和 25.9 比 16.3,<.001)。与常规 FLAIR 序列相比,加速-FLAIR 迭代去噪的图像质量评分更高(平均图像质量评分,加速-FLAIR 迭代去噪为 3.8[标准差,0.4],常规 FLAIR 为 3.3[标准差,0.6],.003)。两种序列对内淋巴积水的诊断无显著差异。两位读者的评估具有良好到极好的一致性。

结论

应用于加速 3D-FLAIR 序列以探查内淋巴积水的迭代去噪算法可在不影响图像质量和诊断性能的情况下显著缩短扫描时间。

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