From the Departments of Radiology (S.T.-M., A.S., S.G., M.Zins)
From the Departments of Radiology (S.T.-M., A.S., S.G., M.Zins).
AJNR Am J Neuroradiol. 2018 Mar;39(3):454-458. doi: 10.3174/ajnr.A5517. Epub 2018 Jan 18.
The use of 3D FLAIR improves the detection of brain lesions in MS patients, but requires long acquisition times. Compressed sensing reduces acquisition time by using the sparsity of MR images to randomly undersample the k-space. Our aim was to compare the image quality and diagnostic performance of 3D-FLAIR with and without compressed sensing for the detection of multiple sclerosis lesions at 3T.
Twenty-three patients with relapsing-remitting MS underwent both conventional 3D-FLAIR and compressed sensing 3D-FLAIR on a 3T scanner (reduction in scan time 1 minute 25 seconds, 27%; compressed sensing factor of 1.3). Two blinded readers independently evaluated both conventional and compressed sensing FLAIR for image quality (SNR and contrast-to-noise ratio) and the number of MS lesions visible in the periventricular, intra-juxtacortical, infratentorial, and optic nerve regions. The volume of white matter lesions was measured with automatic postprocessing segmentation software for each FLAIR sequence.
Image quality and the number of MS lesions detected by the readers were similar between the 2 FLAIR acquisitions ( = .74 and = .094, respectively). Almost perfect agreement was found between both FLAIR acquisitions for total MS lesion count (Lin concordance correlation coefficient = 0.99). Agreement between conventional and compressed sensing FLAIR was almost perfect for periventricular and infratentorial lesions and substantial for intrajuxtacortical and optic nerve lesions. Postprocessing with the segmentation software did not reveal a significant difference between conventional and compressed sensing FLAIR in total MS lesion volume ( = .63) or the number of MS lesions ( = .15).
With a compressed sensing factor of 1.3, 3D-FLAIR is 27% faster and preserves diagnostic performance for the detection of MS plaques at 3T.
使用 3D FLAIR 可提高 MS 患者脑部病变的检出率,但需要较长的采集时间。压缩感知通过利用 MR 图像的稀疏性来随机欠采样 k 空间,从而缩短采集时间。我们的目的是比较 3T 上使用和不使用压缩感知的 3D-FLAIR 检测多发性硬化病变的图像质量和诊断性能。
23 例复发缓解型多发性硬化患者在 3T 扫描仪上分别进行常规 3D-FLAIR 和压缩感知 3D-FLAIR 检查(扫描时间减少 1 分 25 秒,减少 27%;压缩感知因子为 1.3)。两名盲法读者分别对常规 FLAIR 和压缩感知 FLAIR 的图像质量(SNR 和对比噪声比)以及脑室周围、皮质下、颅后窝和视神经区域可见的 MS 病变数量进行评估。使用自动后处理分割软件测量每个 FLAIR 序列的脑白质病变体积。
两种 FLAIR 采集的图像质量和 MS 病变检出数量相似( =.74 和 =.094)。两种 FLAIR 采集的总 MS 病变计数之间存在几乎完美的一致性(Lin 一致性相关系数 = 0.99)。常规 FLAIR 和压缩感知 FLAIR 之间的一致性对于脑室周围和颅后窝病变几乎完美,对于皮质下和视神经病变则是显著的。使用分割软件后处理,常规 FLAIR 和压缩感知 FLAIR 在总 MS 病变体积( =.63)或 MS 病变数量( =.15)方面均无显著差异。
在压缩感知因子为 1.3 时,3D-FLAIR 可提速 27%,并在 3T 上保持 MS 斑块的诊断性能。