Slice-to-Volume Reconstruction of Fetal Brain MR Imaging in Clinical Practice.

Usha D Nagaraj, Joshua S Greer, Pradipta Debnath, Jean A Tkach, Beth M Kline-Fath
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Abstract

Slice-to-volume reconstruction (SVR) is used to generate 3D isotropic high-resolution MR images from multiple 2D stacks to correct for fetal motion. The purpose of this study is to develop an automated SVR pipeline for integration into clinical workflow. This prospective, institutional review board-approved study included pregnant women undergoing fetal MRI. In addition to standard of care (SOC), which includes 2D T2-single-shot fast spin echo (SSFSE) contiguous images at 3-4 mm slice thickness, 2D T2-SSFSE images at 2.5 mm with 1.25 mm overlap in 5 imaging planes were obtained as inputs. Twenty-two patients (29.3 ± 5.7 weeks gestational age) were included. Though scan time alone was not significantly different between SOC (8.9 ± 2.9 minutes) versus SVR (9.3 ± 1.7 minutes, P = .5), the total examination time to include time between sequences was significantly longer for the SOC (17.2 ± 8.2 minutes) compared with SVR (10.9 ± 1.8 minutes, P = .001). Overall image quality, degree of noise/artifacts, and ability to obtain 2D measurements were all rated significantly higher for SVR compared with SOC (P < .05). SVR has the potential to improve image quality when compared with SOC in the fetal brain without increasing scan time.

胎儿脑磁共振成像的切片-体积重建在临床实践中的应用。
切片-体积重建(SVR)用于从多个2D堆栈生成3D各向同性高分辨率MR图像,以校正胎儿运动。本研究的目的是开发一个自动化的SVR管道,以整合到临床工作流程中。这项前瞻性、机构审查委员会批准的研究纳入了接受胎儿MRI检查的孕妇。除了包括3-4 mm切片厚度的2D t2 -单次快速自旋回波(SSFSE)连续图像的护理标准(SOC)外,还获得了5个成像平面上重叠1.25 mm的2.5 mm 2D T2-SSFSE图像作为输入。纳入22例患者(29.3±5.7周胎龄)。虽然单独扫描时间在SOC(8.9±2.9分钟)和SVR(9.3±1.7分钟,P = 0.5)之间没有显著差异,但包括序列间隔时间在内的总检查时间,SOC(17.2±8.2分钟)明显长于SVR(10.9±1.8分钟,P = .001)。与SOC相比,总体图像质量、噪声/伪影程度和获得2D测量的能力在SVR方面的评分均显著高于SOC (P < 0.05)。与SOC相比,SVR有可能在不增加扫描时间的情况下改善胎儿大脑的图像质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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