Department of Biomedical Engineering, 1098 Research Transition Facility, University of Alberta, Edmonton, Alberta, Canada.
Magn Reson Med. 2018 Jun;79(6):2968-2977. doi: 10.1002/mrm.26962. Epub 2017 Oct 11.
To facilitate correct interpretation of sodium MRI measurements, calculation of error with respect to rapid signal decay is introduced and combined with that of spatially correlated noise to assess volume-of-interest (VOI) Na signal measurement inaccuracies, particularly for small objects.
Noise and signal decay-related error calculations were verified using twisted projection imaging and a specially designed phantom with different sized spheres of constant elevated sodium concentration. As a demonstration, lesion signal measurement variation (5 multiple sclerosis participants) was compared with that predicted from calculation.
Both theory and phantom experiment showed that VOI signal measurement in a large 10-mL, 314-voxel sphere was 20% less than expected on account of point-spread-function smearing when the VOI was drawn to include the full sphere. Volume-of-interest contraction reduced this error but increased noise-related error. Errors were even greater for smaller spheres (40-60% less than expected for a 0.35-mL, 11-voxel sphere). Image-intensity VOI measurements varied and increased with multiple sclerosis lesion size in a manner similar to that predicted from theory. Correlation suggests large underestimation of Na signal in small lesions.
Acquisition-specific measurement error calculation aids Na MRI data analysis and highlights the limitations of current low-resolution methodologies. Magn Reson Med 79:2968-2977, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
为了正确解读钠磁共振成像(MRI)测量结果,引入了针对快速信号衰减的误差计算,并结合与空间相关噪声的误差计算,来评估感兴趣区(VOI)Na 信号测量的不准确性,尤其是针对小物体。
利用扭曲投影成像和一个具有不同尺寸固定高钠浓度球体的特制体模,对噪声和信号衰减相关的误差计算进行了验证。作为一个实例,比较了病变信号测量的变化(5 名多发性硬化症参与者)与计算预测值的变化。
理论和体模实验均表明,由于在绘制包含整个球体的 VOI 时会出现点扩散函数模糊,因此在一个 10 毫升、314 个体素的大球体中,VOI 信号的测量值会比预期值低 20%。通过收缩 VOI 可以减少这种误差,但会增加与噪声相关的误差。对于较小的球体,误差更大(对于一个 0.35 毫升、11 个体素的球体,预期值的 40%-60%)。图像强度 VOI 测量值随多发性硬化症病变大小的增加而变化,增加的方式与理论预测相似。相关性表明,小病变中 Na 信号的严重低估。
特定采集的测量误差计算有助于分析 Na MRI 数据,并突出了当前低分辨率方法的局限性。
磁共振医学杂志 79:2968-2977, 2018. © 2017 国际磁共振学会。