利用双回声EPI畸变和运动校正改进IVIM在青少年克罗恩病中的成像。

IF 2.7 4区 医学 Q2 BIOPHYSICS
Cemre Ariyurek, Lina Lu, Georgios Antonios Sideris, Valentina Valencia Ferrer, Liam Timms, Serge Didenko Vasylechko, Onur Afacan, Sila Kurugol
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引用次数: 0

摘要

MR肠造影期间的弥散加权成像(DWI)有助于识别克罗恩病(CD)的肠道炎症。然而,图像质量受到B0场变化和生理运动的几何扭曲的影响,这使得放射科医生很难将DWI和结构图像之间的发现联系起来。使用反极性扫描的传统校正方法由于采集之间的运动而无效,这限制了对体素内非相干运动(IVIM)参数的准确估计。我们提出了一种双回波回波平面成像(EPI)方法,通过考虑肠蠕动和呼吸过程中的场变化,回顾性地纠正3T肠DWI的几何扭曲和运动。我们在21例疑似CD的3T MRI患者的临床MR肠造影方案中增加了5至7分钟的双回波EPI DW序列(8个b值,6个方向)。基于双回波DWI动态估计的场进行畸变校正,然后进行奇偶切片的体内配准和体间配准进行运动校正。两名经验丰富的委员会认证放射科医生使用简化磁共振活动指数(MaRIA)评分评估疾病的严重程度。根据他们的共识评分,将患者分为三组:无活动性疾病(MaRIA评分= 0)、活动性疾病(MaRIA评分= 1-2)和重度疾病(MaRIA评分= 3-5)。所提出的DWI校正流水线将DWI/ t2加权图像Dice相似度从0.73提高到0.89,使结构图像与DW-MR图像之间的相关性更好,增强了DWI的临床价值。校正后的IVIM参数与MaRIA评分有较强的相关性(D: ρ = -0.93;ρ = -0.94, p
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved IVIM Imaging in Adolescent Crohn's Disease Using Dual-Echo EPI Distortion and Motion Correction.

Diffusion-weighted imaging (DWI) during MR enterography helps identify bowel inflammation in Crohn's disease (CD). However, image quality is compromised by geometric distortions from B0 field variations and physiological motion, making it challenging for radiologists to correlate findings between DWI and structural images. Traditional correction methods using reversed polarity scans are ineffective due to motion between acquisitions, which limits accurate estimation of intravoxel incoherent motion (IVIM) parameters. We propose a dual-echo echo-planar imaging (EPI) method that retrospectively corrects both geometric distortions and motion in 3T bowel DWI by accounting for field changes during peristalsis and breathing. We added a 5- to 7-min dual-echo EPI DW sequence (eight b-values, six directions) to the clinical MR enterography protocol of 21 patients with suspected CD at 3T MRI. Distortion correction was applied based on dynamically estimated fields from dual-echo DWI, followed by intra-volume registration between odd-even slices and inter-volume registration for motion correction. Two experienced board-certified radiologists evaluated the severity of the disease using simplified magnetic resonance index of activity (MaRIA) scores. Based on their consensus scores, patients were categorized into three groups: no active disease (MaRIA score = 0), active disease (MaRIA score = 1-2), and severe disease (MaRIA score = 3-5). The proposed DWI correction pipeline improved DWI/T2-weighted image Dice similarity from 0.73 to 0.89, enabling better correlation of findings between structural and DW-MR images and enhancing DWI's clinical value. Corrected IVIM parameters showed stronger correlations with MaRIA scores (D: ρ = -0.93; f: ρ = -0.94, p < 0.001) compared to uncorrected parameters (D: ρ = -0.68, p = 0.001; f: ρ = -0.35, p = 0.118). Diagnostic sensitivity increased from 0.44 to 0.89, while parameter uncertainty decreased from 35.58% to 19.31% for D and 63.48% to 40.40% for f (p < 0.001). These improvements strengthen quantitative IVIM imaging for CD assessment, potentially reducing reliance on contrast imaging while offering enhanced tissue perfusion and diffusion insights.

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来源期刊
NMR in Biomedicine
NMR in Biomedicine 医学-光谱学
CiteScore
6.00
自引率
10.30%
发文量
209
审稿时长
3-8 weeks
期刊介绍: NMR in Biomedicine is a journal devoted to the publication of original full-length papers, rapid communications and review articles describing the development of magnetic resonance spectroscopy or imaging methods or their use to investigate physiological, biochemical, biophysical or medical problems. Topics for submitted papers should be in one of the following general categories: (a) development of methods and instrumentation for MR of biological systems; (b) studies of normal or diseased organs, tissues or cells; (c) diagnosis or treatment of disease. Reports may cover work on patients or healthy human subjects, in vivo animal experiments, studies of isolated organs or cultured cells, analysis of tissue extracts, NMR theory, experimental techniques, or instrumentation.
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