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Analysis of Various Automated Structural Computing Methods Inpatient with Early Traumatic Brain Injury

机译:早期颅脑外伤的各种自动化结构计算方法分析

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Aim: To assess Surface Based Morphometry (SBM) and Voxel Based Morphometry (VBM), the automated computation methods to demonstrate volume and thickness changes in brain among early Traumatic Brain Injury (TBI) and their correlation with cognitive test scores. Methods: 22 mild to moderate TBI patients and 20 age, gender matched healthy individuals were recruited (mean ± SD, age range: 27.7 ± 6.5 years). MRI scans were acquired in the Siemens 3T Magnetom Skyra Scanner. TheT1-weighted magnetization preparation rapid acquisition gradient echo (MP-RAGE) sequence used for morphometric analysis provided excellent gray-white matter contrast. The structural data was processed using SBM and VBM methods with statistical significance of P <0.05 corrected for multiple comparisons. Results: both methods did not show any significant changes in brain measures after correcting for false discovery rate. However, on correlating neuropsychological score with structural changes, SBM demonstrated significant voxels survived in animal naming and Token Test after correcting for multiple comparisons. No significant change was found while using VBM. Conclusion: The study emphasizes the similarities in the results obtained after using different automatedmethods. Our findings suggest that SBM is more sensitive as compared to VBM in detecting structural changes correlated with Neuropsychological scores during early phase of TBI.
机译:目的:为了评估基于表面的形态计量学(SBM)和基于体素的形态计量学(VBM),该自动计算方法可证明早期颅脑外伤(TBI)中大脑的体积和厚度变化及其与认知测验得分的相关性。方法:招募了22名轻度至中度TBI患者和20个年龄,性别匹配的健康个体(平均数±SD,年龄范围:27.7±6.5岁)。 MRI扫描是在Siemens 3T Magnetom Skyra扫描仪中进行的。 T1加权磁化制备快速采集梯度回波(MP-RAGE)序列用于形态计量分析,提供了出色的灰白色物质对比度。使用SBM和VBM方法处理结构数据,经统计学比较的显着性P <0.05,可进行多次比较。结果:校正错误发现率后,两种方法均未显示出任何明显的脑测量变化。但是,在将神经心理学评分与结构变化相关联后,SBM在校正了多个比较后,在动物命名和令牌测试中显示出了明显的体素。使用VBM时未发现重大变化。结论:该研究强调了使用不同自动化方法后获得的结果的相似性。我们的发现表明,与VBM相比,SBM在TBI早期检测与神经心理学评分相关的结构变化时更为敏感。

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