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基于Look-Locker和三维延迟钆增强磁共振成像分析的心肌瘢痕识别

Myocardial scar identification based on analysis of Look-Locker and 3D late gadolinium enhanced MRI.

作者信息

Tao Qian, Lamb Hildo J, Zeppenfeld Katja, van der Geest Rob J

机构信息

Division of Image Processing (LKEB), Department of Radiology, Leiden University Medical Center, PO Box 9600, 2300 RC, Leiden, The Netherlands,

出版信息

Int J Cardiovasc Imaging. 2014 Jun;30(5):925-34. doi: 10.1007/s10554-014-0402-3. Epub 2014 Mar 19.

Abstract

The aim of this study is to introduce and evaluate an approach for objective and reproducible scar identification from late gadolinium enhanced (LGE) MR by analysis of LGE data with post-contrast T(1) mapping from a routinely acquired T(1) scout Look-Locker (LL) sequence. In 90 post-infarction patients, a LL sequence was acquired prior to a three-dimensional LGE sequence covering the entire left ventricle. In 60/90 patients (training set), the T(1) relaxation rates of remote myocardium and dense myocardial scar were linearly regressed to that of blood. The learned linear relationship was applied to 30/90 patients (validation set) to identify the remote myocardium and dense scar, and to normalize the LGE signal intensity to a range from 0 to 100 %. A 50 % threshold was applied to identify myocardial scar. In the validation set, two observers independently performed manual scar identification, annotated reference regions for the full-width-half-maxima (FWHM) and standard deviation (SD) method, and analyzed the LL sequence for the proposed method. Compared with the manual, FWHM, and SD methods, the proposed method demonstrated the highest inter-class correlation coefficient (0.997) and Dice overlap index (98.7 ± 1.3 %) between the two observers. The proposed method also showed excellent agreement with the gold-standard manual scar identification, with a Dice index of 89.8 ± 7.5 and 90.2 ± 6.6 % for the two observers, respectively. Combined analysis of LL and LGE sequences leads to objective and reproducible myocardial scar identification in post-infarction patients.

摘要

本研究的目的是通过对常规采集的T(1)预扫描Look-Locker(LL)序列的对比后T(1)映射的LGE数据进行分析,介绍并评估一种从延迟钆增强(LGE)磁共振成像中进行客观且可重复的瘢痕识别方法。在90例心肌梗死后患者中,在覆盖整个左心室的三维LGE序列之前采集了LL序列。在60/90例患者(训练集)中,将远隔心肌和致密心肌瘢痕的T(1)弛豫率与血液的T(1)弛豫率进行线性回归。将所学的线性关系应用于30/90例患者(验证集),以识别远隔心肌和致密瘢痕,并将LGE信号强度归一化至0%至100%的范围。应用50%的阈值来识别心肌瘢痕。在验证集中,两名观察者独立进行手动瘢痕识别,为半高宽(FWHM)和标准差(SD)方法标注参考区域,并对所提出的方法分析LL序列。与手动、FWHM和SD方法相比,所提出的方法在两名观察者之间表现出最高的类间相关系数(0.997)和Dice重叠指数(98.7±1.3%)。所提出的方法与金标准手动瘢痕识别也显示出极好的一致性,两名观察者的Dice指数分别为89.8±7.5%和90.2±6.6%。LL和LGE序列的联合分析可在心肌梗死后患者中实现客观且可重复的心肌瘢痕识别。

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