Dynamic contrast enhanced MRI of the head and neck region using a VIBE sequence with Cartesian undersampling and compressed sensing

IF 2.1 4区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
F. Kubicka , L. Nitschke , T. Penzkofer , Q. Tan , M.D. Nickel , K.M. Wakonig , U.L. Fahlenkamp , M. Lerchbaumer , F. Michallek , S. Dommerich , B. Hamm , M. Wagner , T. Walter-Rittel
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引用次数: 0

Abstract

Objectives

Compressed sensing allows for image reconstruction from sparsely sampled k-space data, which is particularly useful in dynamic contrast enhanced MRI (DCE-MRI). The aim of the study was to assess the diagnostic value of a volume-interpolated 3D T1-weighted spoiled gradient-echo sequence with variable density Cartesian undersampling and compressed sensing (CS) for head and neck MRI.

Methods

Seventy-one patients with clinical indications for head and neck MRI were included in this study. DCE-MRI was performed at 3 Tesla magnet using CS-VIBE (variable density undersampling, temporal resolution 3.4 s, slice thickness 1 mm). Image quality was compared to standard Cartesian VIBE. Three experienced readers independently evaluated image quality and lesion conspicuity on a 5-point Likert scale and determined the DCE-derived time intensity curve (TIC) types.

Results

CS-VIBE demonstrated higher image quality scores compared to standard VIBE with respect to overall image quality (4.3 ± 0.6 vs. 4.2 ± 0.7, p = 0.682), vessel contour (4.6 ± 0.4 vs. 4.4 ± 0.6, p < 0.001), muscle contour (4.4 ± 0.5 vs. 4.5 ± 0.6, p = 0.302), lesion conspicuity (4.5 ± 0.7 vs. 4.3 ± 0.9, p = 0.024) and showed improved fat saturation (4.8 ± 0.3 vs. 3.8 ± 0.4, p < 0.001) and movement artifacts were significantly reduced (4.6 ± 0.6 vs. 3.7 ± 0.7, p < 0.001). Standard VIBE outperformed CS-VIBE in the delineation of pharyngeal mucosa (4.2 ± 0.5 vs. 4.6 ± 0.6, p < 0.001). Lesion size in cases where a focal lesion was identified was similar for all readers for CS-VIBE and standard VIBE (p = 0.101). TIC curve assessment showed good interobserver agreement (k=0.717).

Conclusion

CS-VIBE with variable density Cartesian undersampling allows for DCE-MRI of the head and neck region with diagnostic, high image quality and high temporal resolution.

使用笛卡尔欠采样和压缩传感的 VIBE 序列进行头颈部动态对比增强磁共振成像。
目的:压缩传感技术可从稀疏采样的 k 空间数据中重建图像,尤其适用于动态对比增强磁共振成像(DCE-MRI)。该研究旨在评估采用可变密度笛卡尔欠采样和压缩传感(CS)的体积内插三维 T1 加权破坏梯度回波序列对头颈部 MRI 的诊断价值:本研究纳入了71名具有头颈部磁共振成像临床指征的患者。使用 CS-VIBE(可变密度欠采样,时间分辨率 3.4 秒,切片厚度 1 毫米)在 3 特斯拉磁体上进行了 DCE-MRI。图像质量与标准笛卡尔 VIBE 进行了比较。三位经验丰富的读者以 5 点李克特量表独立评估图像质量和病变的清晰度,并确定 DCE 衍生的时间强度曲线 (TIC) 类型:结果:与标准 VIBE 相比,CS-VIBE 在总体图像质量(4.3 ± 0.6 vs. 4.2 ± 0.7,p = 0.682)、血管轮廓(4.6 ± 0.4 vs. 4.4 ± 0.6,p 结论:CS-VIBE 的图像质量得分高于标准 VIBE:采用可变密度笛卡尔欠采样的 CS-VIBE 可对头颈部进行 DCE-MRI 检查,具有诊断性强、图像质量高和时间分辨率高的特点。
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来源期刊
Magnetic resonance imaging
Magnetic resonance imaging 医学-核医学
CiteScore
4.70
自引率
4.00%
发文量
194
审稿时长
83 days
期刊介绍: Magnetic Resonance Imaging (MRI) is the first international multidisciplinary journal encompassing physical, life, and clinical science investigations as they relate to the development and use of magnetic resonance imaging. MRI is dedicated to both basic research, technological innovation and applications, providing a single forum for communication among radiologists, physicists, chemists, biochemists, biologists, engineers, internists, pathologists, physiologists, computer scientists, and mathematicians.
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