Automated quantitative FLAIR analysis in hippocampal sclerosis

被引:36
|
作者
Huppertz, Hans-Juergen [1 ]
Wagner, Jan [2 ]
Weber, Bernd [2 ]
House, Patrick [3 ]
Urbach, Horst [4 ]
机构
[1] Swiss Epilepsy Ctr, CH-8008 Zurich, Switzerland
[2] Univ Bonn, Dept Epileptol, D-53105 Bonn, Germany
[3] Protestant Hosp Alsterdorf, Hamburg Epilepsy Ctr, D-22337 Hamburg, Germany
[4] Univ Bonn, Dept Radiol Neuroradiol, D-53105 Bonn, Germany
关键词
MRI; Post-processing; FLAIR; Hippocampal sclerosis; Focal epilepsy; TEMPORAL-LOBE EPILEPSY; FOCAL CORTICAL DYSPLASIA; 3D MRI ANALYSIS; T2; RELAXOMETRY; BRAIN; ABNORMALITIES; PATHOLOGY; IDENTIFICATION; SENSITIVITY; DIAGNOSIS;
D O I
10.1016/j.eplepsyres.2011.08.001
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Purpose: To describe and evaluate a novel MRI post-processing technique for automated quantitative hippocampal FLAIR analysis in patients with hippocampal sclerosis (HS). Patients and methods: Based on a method for FLAIR analysis presented by Focke et al. (2009), T1 and coregistered FLAIR scans of individual subjects were processed together in SPM5 to conduct both a spatial and an intensity normalization of the FLAIR scans. In a further development described here, the resulting normalized FLAIR images were thresholded and weighted by a probabilistic hippocampal mask to determine the average FLAIR intensities of left and right hippocampus. The method was applied to the MRI data of 103 HS patients and 131 controls. Using a 95% confidence region calculated from the FLAIR intensities of controls as threshold, the performance in discriminating both groups was assessed. Results: One hundred of 103 patients and among those all 23 patients with histologically confirmed HS fell outside the 95% confidence region, amounting to 97.1% sensitivity. All but 6 controls (=95.4%) were found within the confidence region, corresponding to the expected specificity. The method could also distinguish bilateral HS and visualize signal changes after status epilepticus. Conclusion: Automated FLAIR analysis is a promising tool to quantify hippocampal signal alterations, to support the detection of HS, and to monitor the temporal evolution of the disease. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:146 / 156
页数:11
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