From the Department of Radiology (M.L., A.T., D.P., J.F., K.M., L.L.W., O.R., P.S., J.C., S.C., S.Y.H.), Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts.
Harvard Medical School (M.L., A.T., J.F., K.M., L.L.W., O.R., P.S., J.C., S.C., S.Y.H.), Boston, Massachusetts.
AJNR Am J Neuroradiol. 2023 Feb;44(2):125-133. doi: 10.3174/ajnr.A7777. Epub 2023 Jan 26.
A scout accelerated motion estimation and reduction (SAMER) framework has been developed for efficient retrospective motion correction. The goal of this study was to perform an initial evaluation of SAMER in a series of clinical brain MR imaging examinations.
Ninety-seven patients who underwent MR imaging in the inpatient and emergency department settings were included in the study. SAMER motion correction was retrospectively applied to an accelerated T1-weighted MPRAGE sequence that was included in brain MR imaging examinations performed with and without contrast. Two blinded neuroradiologists graded images with and without SAMER motion correction on a 5-tier motion severity scale (none = 1, minimal = 2, mild = 3, moderate = 4, severe = 5).
The median SAMER reconstruction time was 1 minute 47 seconds. SAMER motion correction significantly improved overall motion grades across all examinations (< .005). Motion artifacts were reduced in 28% of cases, unchanged in 64% of cases, and increased in 8% of cases. SAMER improved motion grades in 100% of moderate motion cases and 75% of severe motion cases. Sixty-nine percent of nondiagnostic motion cases (grades 4 and 5) were considered diagnostic after SAMER motion correction. For cases with minimal or no motion, SAMER had negligible impact on the overall motion grade. For cases with mild, moderate, and severe motion, SAMER improved the motion grade by an average of 0.3 (SD, 0.5), 1.1 (SD, 0.3), and 1.1 (SD, 0.8) grades, respectively.
SAMER improved the diagnostic image quality of clinical brain MR imaging examinations with motion artifacts. The improvement was most pronounced for cases with moderate or severe motion.
为了实现高效的回顾性运动校正,开发了一种加速运动估计和减少(SAMER)框架。本研究的目的是在一系列临床脑部磁共振成像检查中对 SAMER 进行初步评估。
本研究纳入了 97 例在住院部和急诊部进行磁共振成像检查的患者。SAMER 运动校正被 retrospective 应用于加速 T1 加权 MPRAGE 序列,该序列包括在有和没有对比剂的脑部磁共振成像检查中。两名盲法神经放射科医生对有和没有 SAMER 运动校正的图像进行了 5 级运动严重程度评分(无=1、轻微=2、轻度=3、中度=4、重度=5)。
SAMER 重建时间中位数为 1 分 47 秒。SAMER 运动校正显著改善了所有检查的总体运动等级(<0.005)。运动伪影减少了 28%,不变的占 64%,增加了 8%。SAMER 改善了 100%的中度运动病例和 75%的重度运动病例的运动等级。69%的运动诊断病例(等级 4 和 5)在 SAMER 运动校正后被认为是可诊断的。对于有轻微或无运动的病例,SAMER 对整体运动等级几乎没有影响。对于有轻度、中度和重度运动的病例,SAMER 使运动等级平均提高了 0.3(SD,0.5)、1.1(SD,0.3)和 1.1(SD,0.8)。
SAMER 提高了有运动伪影的临床脑部磁共振成像检查的诊断图像质量。对于中度或重度运动的病例,改善效果最为显著。