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多中心磁共振成像协议比较:用于观察脊髓灰质。

Comparison of multicenter MRI protocols for visualizing the spinal cord gray matter.

机构信息

NeuroPoly Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, Canada.

Functional Neuroimaging Unit, CRIUGM, University of Montreal, Montreal, Canada.

出版信息

Magn Reson Med. 2022 Aug;88(2):849-859. doi: 10.1002/mrm.29249. Epub 2022 Apr 5.

Abstract

PURPOSE

Spinal cord gray-matter imaging is valuable for a number of applications, but remains challenging. The purpose of this work was to compare various MRI protocols at 1.5 T, 3 T, and 7 T for visualizing the gray matter.

METHODS

In vivo data of the cervical spinal cord were collected from nine different imaging centers. Data processing consisted of automatically segmenting the spinal cord and its gray matter and co-registering back-to-back scans. We computed the SNR using two methods (SNR_single using a single scan and SNR_diff using the difference between back-to-back scans) and the white/gray matter contrast-to-noise ratio per unit time. Synthetic phantom data were generated to evaluate the metrics performance. Experienced radiologists qualitatively scored the images. We ran the same processing on an open-access multicenter data set of the spinal cord MRI (N = 267 participants).

RESULTS

Qualitative assessments indicated comparable image quality for 3T and 7T scans. Spatial resolution was higher at higher field strength, and image quality at 1.5 T was found to be moderate to low. The proposed quantitative metrics were found to be robust to underlying changes to the SNR and contrast; however, the SNR_single method lacked accuracy when there were excessive partial-volume effects.

CONCLUSION

We propose quality assessment criteria and metrics for gray-matter visualization and apply them to different protocols. The proposed criteria and metrics, the analyzed protocols, and our open-source code can serve as a benchmark for future optimization of spinal cord gray-matter imaging protocols.

摘要

目的

脊髓灰质成像是许多应用的重要手段,但仍然具有挑战性。本研究的目的是比较 1.5T、3T 和 7T 下各种 MRI 方案在显示灰质方面的性能。

方法

从 9 个不同的成像中心收集了颈椎脊髓的体内数据。数据处理包括自动分割脊髓及其灰质,并对连续扫描进行配准。我们使用两种方法(使用单个扫描的 SNR_single 和使用连续扫描之间差异的 SNR_diff)计算 SNR,以及单位时间内白质/灰质的对比噪声比。生成合成的体模数据以评估指标性能。有经验的放射科医生对图像进行了定性评分。我们在一个公开的多中心脊髓 MRI 数据集(N=267 名参与者)上运行了相同的处理。

结果

定性评估表明 3T 和 7T 扫描的图像质量相当。较高的场强具有更高的空间分辨率,而 1.5T 的图像质量被认为是中等至低等。所提出的定量指标对 SNR 和对比度的变化具有鲁棒性;然而,当存在过多的部分容积效应时,SNR_single 方法缺乏准确性。

结论

我们提出了用于灰质可视化的质量评估标准和指标,并将其应用于不同的方案。所提出的标准和指标、分析的方案以及我们的开源代码可以作为未来脊髓灰质成像方案优化的基准。

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