使用单点狄克逊相位建模的超短回波时间磁共振成像新型脂肪抑制技术。

Novel fat suppression technique for ultrashort echo time MRI using single-point Dixon phase modeling.

作者信息

Newbury Nathan, Sedaghat Sam, Athertya Jiyo S, Shin Soo Hyun, Ma Yajun, Jerban Saeed, Carl Michael, Silva Melissa Lou, Chang Eric Y, Du Jiang, Jang Hyungseok

机构信息

Department of Radiology, University of California, San Diego, San Diego, CA, USA.

Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany.

出版信息

Quant Imaging Med Surg. 2025 May 1;15(5):4580-4591. doi: 10.21037/qims-24-1998. Epub 2025 Apr 10.

Abstract

BACKGROUND

Fat suppression plays a vital role in numerous magnetic resonance imaging (MRI) examinations, particularly in the musculoskeletal (MSK) system. However, current fat suppression methods are not fully optimized for ultrashort echo time (UTE) imaging, despite being essential for many advanced UTE-based imaging applications. This study aimed to investigate a novel fat suppression technique for UTE MRI using a single-point Dixon (1p-Dixon) approach through phase modeling.

METHODS

In this study, four cadaveric human knee joints, and six healthy volunteers were included. A 1p-Dixon-based fat suppression method was developed, which utilizes intrinsic information from complex UTE signals. Additionally, a data-driven approach based on the phase distribution was used for the decomposition of water and fat signals in short T2 tissues. The feasibility of the proposed method was evaluated in a fat-water phantom first and validated in and human knee joints. The patella tendon, cartilage, posterior cruciate ligament (PCL), anterior cruciate ligament (ACL), and meniscus were evaluated in each knee.

RESULTS

In the phantom experiment, there was a significant correlation between the estimated fat fraction and the actual fat fraction (R>0.98; P<0.05). The experiment revealed a significant difference in contrast-to-noise ratios (CNRs) measured from the two images without and with 1p-Dixon (P<0.001). The CNR values ranged from 3.4±0.5 to 9.6±5.0 and 1.8±1.6 to 4.1±0.8 for measurement with and without 1p-Dixon, respectively. The 1p-Dixon significantly improved the contrast in the experiment (P<0.0001). The CNR values ranged from 5.1±6.0 to 41.0±9.7 and 2.7±1.2 to 15.4±3.3 for measurement with and without 1p-Dixon, respectively in the experiment.

CONCLUSIONS

Our novel fat suppression technique has been shown to provide a fast, time-saving, and robust fat suppression for UTE imaging without the need for additional scans.

摘要

背景

脂肪抑制在众多磁共振成像(MRI)检查中起着至关重要的作用,尤其是在肌肉骨骼(MSK)系统中。然而,尽管当前的脂肪抑制方法对于许多基于超短回波时间(UTE)的先进成像应用至关重要,但它们并未针对UTE成像进行充分优化。本研究旨在通过相位建模,研究一种使用单点狄克逊(1p - Dixon)方法的UTE MRI新型脂肪抑制技术。

方法

本研究纳入了四个尸体人膝关节和六名健康志愿者。开发了一种基于1p - Dixon的脂肪抑制方法,该方法利用复杂UTE信号的固有信息。此外,基于相位分布的数据驱动方法用于短T2组织中水和脂肪信号的分解。首先在脂肪 - 水模体中评估所提出方法的可行性,并在尸体和人体膝关节中进行验证。对每个膝关节的髌腱、软骨、后交叉韧带(PCL)、前交叉韧带(ACL)和半月板进行评估。

结果

在模体实验中,估计的脂肪分数与实际脂肪分数之间存在显著相关性(R>0.98;P<0.05)。尸体实验显示,在未使用和使用1p - Dixon的两幅图像中测量的对比噪声比(CNR)存在显著差异(P<0.001)。使用和不使用1p - Dixon测量时,CNR值分别为3.4±0.5至9.6±5.0和1.8±1.6至4.1±0.8。在尸体实验中,1p - Dixon显著改善了对比度(P<0.0001)。使用和不使用1p - Dixon测量时,CNR值分别为5.1±6.0至41.0±9.7和2.7±1.2至15.4±3.3。

结论

我们的新型脂肪抑制技术已被证明可为UTE成像提供快速、省时且稳健的脂肪抑制,无需额外扫描。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a75/12082590/c80a14d434d6/qims-15-05-4580-f1.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索