Fatemi Yaghoub, Danyali Habibollah, Helfroush Mohammad Sadegh, Amiri Houshang
Department of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran.
Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran.
Magn Reson Med. 2020 Nov;84(5):2815-2830. doi: 10.1002/mrm.28309. Epub 2020 May 19.
Multi-echo spin-echo sequence is commonly used for T mapping. The estimated values using conventional exponential fit, however, are hampered by stimulated and indirect echoes leading to overestimation of T . Here, we present fast analysis of multi-echo spin-echo (FAMESE) as a novel approach to decrease the complexity of the search space, which leads to accelerated measurement of T .
We developed FAMESE based on mathematical analysis of the Bloch equations in which the search space dimension decreased to only one. Then, we tested it in both phantom and human brain. Bland-Altman plot was used to assess the agreement between the estimated T values from FAMESE and the ones estimated from single-echo spin-echo sequence. The reliability of FAMESE was assessed by intraclass correlation coefficients. In addition, we investigated the noise stability of the method in synthetic and experimental data.
In both phantom and healthy participants, FAMESE provided accelerated and SNR-resistant T maps. The FAMESE had a very good agreement with the single-echo spin echo for the whole range of T values. The intraclass correlation coefficient values for FAMESE were excellent (ie, 0.9998 and 0.9860 < intraclass correlation coefficient < 0.9942 for the phantom and humans, respectively).
Our developed method FAMESE could be considered as a candidate for rapid T mapping with a clinically feasible scan time.
多回波自旋回波序列常用于T值映射。然而,使用传统指数拟合得到的估计值会受到受激回波和间接回波的干扰,导致T值被高估。在此,我们提出了快速多回波自旋回波分析(FAMESE),作为一种降低搜索空间复杂度的新方法,从而实现T值的加速测量。
我们基于对布洛赫方程的数学分析开发了FAMESE,其中搜索空间维度降至仅一维。然后,我们在体模和人脑上对其进行了测试。采用布兰德-奥特曼图评估FAMESE估计的T值与单回波自旋回波序列估计的T值之间的一致性。通过组内相关系数评估FAMESE的可靠性。此外,我们还研究了该方法在合成数据和实验数据中的噪声稳定性。
在体模和健康受试者中,FAMESE均提供了加速且抗噪声的T值映射图。在整个T值范围内,FAMESE与单回波自旋回波具有非常好的一致性。FAMESE的组内相关系数值非常出色(即体模和人体的组内相关系数分别为0.9998和0.9860 <组内相关系数< 0.9942)。
我们开发的方法FAMESE可被视为一种在临床可行扫描时间内进行快速T值映射的候选方法。