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MR 场强对脑 T2-FLAIR 图像纹理特征的影响:一项初步研究。

Effect of MR Field Strength on the Texture Features of Cerebral T2-FLAIR Images: A Pilot Study.

机构信息

Department of Radiology, Hainan Hospital of Chinese PLA General Hospital, Sanya, Hainan 572013, China.

出版信息

Chin Med Sci J. 2020 Sep 30;35(3):248-253. doi: 10.24920/003713.

Abstract

Objective To investigate effect of MR field strength on texture features of cerebral T2 fluid attenuated inversion recovery (T2-FLAIR) images. Methods We acquired cerebral 3D T2-FLAIR images of thirty patients who were diagnosed with ischemic white matter lesion (WML) with MR-1.5T and MR-3.0T scanners. Histogram texture features which included mean signal intensity (Mean), Skewness and Kurtosis, and gray level co-occurrence matrix (GLCM) texture features which included angular second moment (ASM), Contrast, Correlation, Inverse difference moment (IDM) and Entropy, of regions of interest located in the area of WML and normal white matter (NWM) were measured by ImageJ software. The texture parameters acquired with MR-1.5T scanning were compared with MR-3.0T scanning. Results The Mean of both WML and NWM obtained with MR-1.5T scanning was significantly lower than that acquired with MR-3.0T (<0.001), while Skewness and Kurtosis between MR-1.5T and MR-3.0T scanning showed no significant difference (>0.05). ASM, Correlation and IDM of both WML and NWM acquired with MR-1.5T revealed significantly lower values than those with MR-3.0T (<0.001), while Contrast and Entropy acquired with MR-1.5T showed significantly higher values than those with MR-3.0T (<0.001). Conclusion MR field strength showed no significant effect on histogram textures, while had significant effect on GLCM texture features of cerebral T2-FLAIR images, which indicated that it should be cautious to explain the texture results acquired based on the different MR field strength.

摘要

目的 探讨磁共振场强对脑 T2 液体衰减反转恢复(T2-FLAIR)图像纹理特征的影响。

方法 我们获取了 30 名经磁共振 1.5T 和 3.0T 扫描仪诊断为缺血性白质病变(WML)的患者的脑 3D T2-FLAIR 图像。通过 ImageJ 软件测量感兴趣区(ROI)位于 WML 和正常白质(NWM)区域的直方图纹理特征(包括平均信号强度(Mean)、偏度和峰度)和灰度共生矩阵(GLCM)纹理特征(包括角二阶矩(ASM)、对比度、相关性、逆差矩(IDM)和熵)。比较了 1.5T 和 3.0T 扫描获得的纹理参数。

结果 1.5T 扫描获得的 WML 和 NWM 的 Mean 明显低于 3.0T 扫描(<0.001),而 1.5T 和 3.0T 扫描之间的 Skewness 和 Kurtosis 没有显著差异(>0.05)。1.5T 扫描获得的 WML 和 NWM 的 ASM、Correlation 和 IDM 值明显低于 3.0T 扫描(<0.001),而 1.5T 扫描获得的 Contrast 和 Entropy 值明显高于 3.0T 扫描(<0.001)。

结论 磁共振场强对直方图纹理没有显著影响,但对脑 T2-FLAIR 图像的 GLCM 纹理特征有显著影响,这表明在解释基于不同磁共振场强获得的纹理结果时应谨慎。

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