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利用三种磁共振图像组合鉴别无症状性脑梗死和深部白质高信号:一项多中心观察者性能研究

Discriminating between silent cerebral infarction and deep white matter hyperintensity using combinations of three types of magnetic resonance images: a multicenter observer performance study.

作者信息

Sasaki Makoto, Hirai Toshinori, Taoka Toshiaki, Higano Shuichi, Wakabayashi Chieko, Matsusue Eiji, Ida Masahiro

机构信息

Advanced Medical Research Center, Iwate Medical University, Uchimaru, Morioka, Japan.

出版信息

Neuroradiology. 2008 Sep;50(9):753-8. doi: 10.1007/s00234-008-0406-6. Epub 2008 Jun 12.

Abstract

INTRODUCTION

We attempted to determine the most appropriate combination of magnetic resonance (MR) images that can accurately detect and discriminate between asymptomatic infarction and deep white matter hyperintensity (DWMH); these lesions have different clinical implications and are occasionally confused.

MATERIALS AND METHODS

We performed an observer performance analysis using cerebral MR images of 45 individuals with or without asymptomatic small white matter infarction and/or mild DWMH who participated in a physical checkup program at four institutions. Six observers interpreted whether infarction and/or DWMH existed in combinations of two or three image types of the T1-weighted images (T1WI), T2-weighted images (T2WI), and fluid-attenuated inversion recovery (FLAIR) images. The observers' performance was evaluated with a receiver operating characteristic (ROC) analysis.

RESULTS

The averaged area under the ROC curve (Az) for detecting a infarction was significantly larger in the combination of all the three image types (0.95) than that in any combinations of the two image types (T1WI and FLAIR images, 0.87; T2WI and FLAIR images, 0.85; T1WI and T2WI, 0.86). The Az for detecting DWMH was significantly smaller in the combination of T1WI and T2WI (0.79) than that in other image combinations (T1WI and FLAIR, 0.89; T2WI and FLAIR, 0.91; T1WI, T2WI, and FLAIR, 0.90).

CONCLUSION

The combination of T1WI, T2WI, and FLAIR images is required to accurately detect both small white matter infarction and mild DWMH.

摘要

引言

我们试图确定能够准确检测并区分无症状性梗死和深部白质高信号(DWMH)的磁共振(MR)图像的最合适组合;这些病变具有不同的临床意义,且偶尔会被混淆。

材料与方法

我们对45名在四个机构参加体检项目的个体进行了观察者性能分析,这些个体有无症状性小的白质梗死和/或轻度DWMH。六名观察者对T1加权图像(T1WI)、T2加权图像(T2WI)和液体衰减反转恢复(FLAIR)图像这两种或三种图像类型的组合中是否存在梗死和/或DWMH进行解读。通过受试者工作特征(ROC)分析评估观察者的性能。

结果

检测梗死时,所有三种图像类型组合的ROC曲线下平均面积(Az)(0.95)显著大于两种图像类型的任何组合(T1WI和FLAIR图像,0.87;T2WI和FLAIR图像,0.85;T1WI和T2WI,0.86)。检测DWMH时,T1WI和T2WI组合的Az(0.79)显著小于其他图像组合(T1WI和FLAIR,0.89;T2WI和FLAIR,0.91;T1WI、T2WI和FLAIR,0.90)。

结论

需要T1WI、T2WI和FLAIR图像的组合来准确检测小的白质梗死和轻度DWMH。

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