小儿腹部磁共振成像中的自由呼吸高分辨率、无交换和运动校正水/脂肪分离。

IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Investigative Radiology Pub Date : 2024-06-10 DOI:10.1097/RLI.0000000000001092
Reyhaneh Nosrati, Fatih Calakli, Onur Afacan, Kristina Pelkola, Reid Nichols, Pauline Connaughton, M Alejandra Bedoya, Andy Tsai, Sarah Bixby, Simon K Warfield
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引用次数: 0

摘要

目的:采用迪克森技术分离水/脂肪的 T1 加权 GRE(梯度回波)序列是腹部 MRI(磁共振成像)的重要组成部分,有助于检测肿瘤和确定出血/脂肪含量的特征。遗憾的是,目前该序列的实施存在以下几个问题:(1) 分辨率低,难以维持高像素带宽并尽量减少化学位移;(2) 呼吸运动导致图像模糊;(3) 脂肪峰和水峰之间的自然模糊性导致水/脂肪互换;(4) 脂肪频谱的多峰特性导致非共振脂肪模糊。本研究的目的是评估使用高分辨率三点狄克逊黄金角径向采集、回溯运动补偿和多峰脂肪建模对接受腹部 MRI 的儿童进行水/脂肪分离的图像质量:22 名儿童患者(4.2 ± 2.3 岁)在 3 T 扫描仪上接受了腹部核磁共振成像,采用常规腹部方案和 3 点 Dixon 径向-VIBE(容积插值屏气检查)序列。采用三维图形切割优化法计算场图,然后通过迭代求解优化问题从 k 空间数据中计算脂肪和水分。采用 6 峰脂肪模型来模拟 k 空间中的化学位移。根据从 k 空间中心估算出的呼吸运动,对每个投影进行加权,通过软选通校正残余呼吸运动。重建后的图像由 3 位儿科放射科医生在 PACS(图片存档和通信系统)工作站上进行审核。每位儿科放射科医生使用 5 点李克特量表对主观图像质量和水/脂肪交换伪影进行评分。重建图像的 VoL(拉普拉斯方差)用于客观量化图像清晰度:结果:根据总体 Likert 评分,使用所述方法生成的图像明显优于使用传统 2 点 Dixon 技术重建的图像(P < 0.05)。在使用 2 点 Dixon 技术的 22 位患者中,有 14 位观察到了水/脂肪交换假象,而使用建议的方法则没有这种假象。结论:在体型较小的患者中,高质量的水/脂肪交换假象是一种有效的方法:结论:在较小的患者中,高质量的水/脂肪分离和清晰的细节显示对诊断准确性至关重要。高分辨率黄金角径向-VIBE 3 点 Dixon 采集与 6 峰脂肪模型和软门控运动校正可提高图像质量,但需要额外花费约 1 分钟的采集时间。因此,这项技术有可能取代传统的 2 点 Dixon 技术。
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Free-Breathing High-Resolution, Swap-Free, and Motion-Corrected Water/Fat Separation in Pediatric Abdominal MRI.

Objectives: The T1-weighted GRE (gradient recalled echo) sequence with the Dixon technique for water/fat separation is an essential component of abdominal MRI (magnetic resonance imaging), useful in detecting tumors and characterizing hemorrhage/fat content. Unfortunately, the current implementation of this sequence suffers from several problems: (1) low resolution to maintain high pixel bandwidth and minimize chemical shift; (2) image blurring due to respiratory motion; (3) water/fat swapping due to the natural ambiguity between fat and water peaks; and (4) off-resonance fat blurring due to the multipeak nature of the fat spectrum. The goal of this study was to evaluate the image quality of water/fat separation using a high-resolution 3-point Dixon golden angle radial acquisition with retrospective motion compensation and multipeak fat modeling in children undergoing abdominal MRI.

Materials and methods: Twenty-two pediatric patients (4.2 ± 2.3 years) underwent abdominal MRI on a 3 T scanner with routine abdominal protocol and with a 3-point Dixon radial-VIBE (volumetric interpolated breath-hold examination) sequence. Field maps were calculated using 3D graph-cut optimization followed by fat and water calculation from k-space data by iteratively solving an optimization problem. A 6-peak fat model was used to model chemical shifts in k-space. Residual respiratory motion was corrected through soft-gating by weighting each projection based on the estimated respiratory motion from the center of the k-space. Reconstructed images were reviewed by 3 pediatric radiologists on a PACS (picture archiving and communication systems) workstation. Subjective image quality and water/fat swapping artifact were scored by each pediatric radiologist using a 5-point Likert scale. The VoL (variance of Laplacian) of the reconstructed images was used to objectively quantify image sharpness.

Results: Based on the overall Likert scores, the images generated using the described method were significantly superior to those reconstructed by the conventional 2-point Dixon technique (P < 0.05). Water/fat swapping artifact was observed in 14 of 22 patients using 2-point Dixon, and this artifact was not present when using the proposed method. Image sharpness was significantly improved using the proposed framework.

Conclusions: In smaller patients, a high-quality water/fat separation with sharp visualization of fine details is critical for diagnostic accuracy. High-resolution golden angle radial-VIBE 3-point Dixon acquisition with 6-peak fat model and soft-gated motion correction offers improved image quality at the expense of an additional ~1-minute acquisition time. Thus, this technique offers the potential to replace the conventional 2-point Dixon technique.

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来源期刊
Investigative Radiology
Investigative Radiology 医学-核医学
CiteScore
15.10
自引率
16.40%
发文量
188
审稿时长
4-8 weeks
期刊介绍: Investigative Radiology publishes original, peer-reviewed reports on clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, and related modalities. Emphasis is on early and timely publication. Primarily research-oriented, the journal also includes a wide variety of features of interest to clinical radiologists.
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