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高密度 2D 接收线圈阵列在前列腺 MRI 中提高 SNR 的应用。

Application of high-density 2D receiver coil arrays for improved SNR in prostate MRI.

机构信息

Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.

Grinnell College, Grinnell, Iowa, USA.

出版信息

Magn Reson Med. 2025 Feb;93(2):850-863. doi: 10.1002/mrm.30289. Epub 2024 Sep 25.

DOI:10.1002/mrm.30289
PMID:39322985
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11606740/
Abstract

PURPOSE

To study if adaptive image receive (AIR) receiver coil elements can be configured into a 2D array with high (>45% by diameter) element-to-element overlap, allowing improved SNR at depth (0.7-1.5× element diameter) versus conventional (20%) overlap.

METHODS

An anterior array composed of twenty 10-cm diameter elements with 45% overlap arranged into a 4 × 5 grid and a similar 3 × 7 twenty-one-element posterior array were constructed. SNR and g-factor were measured in a pelvic phantom using the new high-density (HD) arrays (41 total elements) and compared to vendor AIR-based arrays (30 total elements) with conventional overlap. T-weighted fast-spin-echo (T2SE) images acquired using both arrays were compared in 20 subjects. SNR was estimated in vivo. Results were compared blindly by three uroradiologists using a five-point scale. Images using the HD arrays were also compared to a set of images acquired over a range of acceleration factors (R = 2.0, 2.5, 3.0) with the conventional arrays.

RESULTS

SNR within the phantom was on average 15% higher for R = 1.0, 1.5, and 2.0 using the HD arrays. Across the 20 subjects SNR within the prostate was 11% higher and assessed radiologically as significantly higher (p < 0.001) for the HD versus conventional arrays. At all acceleration factors the new HD arrays outperformed the conventional arrays (p ≤ 0.01), allowing increased R for similar SNR.

CONCLUSION

AIR elements can be configured into 2D arrays with high (45%) element-to-element overlap, consistently providing increased SNR at depth versus arrays with conventional (20%) overlap. The SNR improvement allows increased acceleration in T2SE prostate MRI.

摘要

目的

研究自适应图像接收(AIR)接收线圈元件是否可以配置成具有高(直径的> 45%)元件到元件重叠的 2D 阵列,从而在深度(0.7-1.5×元件直径)处相对于常规(20%)重叠提高 SNR。

方法

构建了一个由二十个 10cm 直径的元件组成的前侧阵列,元件之间的重叠度为 45%,排列成 4×5 栅格,以及类似的后侧 3×7 二十一个元件的二十一个元件的后侧阵列。使用新的高密度(HD)阵列(共 41 个元件)测量了骨盆体模中的 SNR 和 g 因子,并与具有常规重叠的基于供应商的 AIR 阵列(共 30 个元件)进行了比较。在 20 名受试者中比较了使用这两种阵列采集的 T2 加权快速自旋回波(T2SE)图像。三位泌尿科医生使用五分制进行了盲法比较。还将使用 HD 阵列获得的图像与使用常规阵列在一系列加速因子(R=2.0、2.5、3.0)下获得的一组图像进行了比较。

结果

在使用 HD 阵列时,R=1.0、1.5 和 2.0 时,体模内的 SNR 平均高 15%。在 20 名受试者中,前列腺内的 SNR 高 11%,并且 HD 与常规阵列相比,影像学评估显着更高(p<0.001)。在所有加速因子下,新的 HD 阵列均优于常规阵列(p≤0.01),从而允许在保持相似 SNR 的情况下增加 R。

结论

可以将 AIR 元件配置成具有高(45%)元件到元件重叠的 2D 阵列,与具有常规(20%)重叠的阵列相比,始终可以在深度处提供更高的 SNR。SNR 的提高允许在 T2SE 前列腺 MRI 中增加加速。

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Comparison of a Deep Learning-Accelerated vs. Conventional T2-Weighted Sequence in Biparametric MRI of the Prostate.深度学习加速与传统 T2 加权序列在前列腺双参数 MRI 中的比较。
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