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头部组织电导率的不确定性和复杂性对新生儿脑电图正向建模的影响。

Effects of uncertainty in head tissue conductivity and complexity on EEG forward modeling in neonates.

作者信息

Azizollahi Hamed, Aarabi Ardalan, Wallois Fabrice

机构信息

GRAMFC, Inserm U1105, University Research Center, Department of Medicine, Amiens University Hospital, Amiens, France.

EFSN Pediatric (Pediatric Nervous System Functional Investigation Unit), Department of Pediatrics, CHU AMIENS-SITE SUD, Amiens, France.

出版信息

Hum Brain Mapp. 2016 Oct;37(10):3604-22. doi: 10.1002/hbm.23263. Epub 2016 May 30.

Abstract

In this study, we investigated the impact of uncertainty in head tissue conductivities and inherent geometrical complexities including fontanels in neonates. Based on MR and CT coregistered images, we created a realistic neonatal head model consisting of scalp, skull, fontanels, cerebrospinal fluid (CSF), gray matter (GM), and white matter (WM). Using computer simulations, we investigated the effects of exclusion of CSF and fontanels, discrimination between GM and WM, and uncertainty in conductivity of neonatal head tissues on EEG forward modeling. We found that exclusion of CSF from the head model induced the strongest widespread effect on the EEG forward solution. Discrimination between GM and white matter also induced a strong widespread effect, but which was less intense than that of CSF exclusion. The results also showed that exclusion of the fontanels from the neonatal head model locally affected areas beneath the fontanels, but this effect was much less pronounced than those of exclusion of CSF and GM/WM discrimination. Changes in GM/WM conductivities by 25% with respect to reference values induced considerable effects in EEG forward solution, but this effect was more pronounced for GM conductivity. Similarly, changes in skull conductivity induced effects in the EEG forward modeling in areas covered by the cranial bones. The least intense effect on EEG was caused by changes in conductivity of the fontanels. Our findings clearly emphasize the impact of uncertainty in conductivity and deficiencies in head tissue compartments on modeling research and localization of brain electrical activity in neonates. Hum Brain Mapp 37:3604-3622, 2016. © 2016 Wiley Periodicals, Inc.

摘要

在本研究中,我们调查了新生儿头部组织电导率的不确定性以及包括囟门在内的固有几何复杂性的影响。基于磁共振成像(MR)和计算机断层扫描(CT)配准图像,我们创建了一个由头皮、颅骨、囟门、脑脊液(CSF)、灰质(GM)和白质(WM)组成的逼真的新生儿头部模型。使用计算机模拟,我们研究了排除脑脊液和囟门、区分灰质和白质以及新生儿头部组织电导率的不确定性对脑电图正向建模的影响。我们发现,从头部模型中排除脑脊液对脑电图正向解产生了最强烈的广泛影响。区分灰质和白质也产生了强烈的广泛影响,但不如排除脑脊液的影响强烈。结果还表明,从新生儿头部模型中排除囟门会局部影响囟门下方的区域,但这种影响远不如排除脑脊液和区分灰质/白质的影响明显。相对于参考值,灰质/白质电导率变化25%会在脑电图正向解中产生相当大的影响,但这种影响在灰质电导率方面更为明显。同样,颅骨电导率的变化在颅骨覆盖区域的脑电图正向建模中产生了影响。对脑电图影响最小的是囟门电导率的变化。我们的研究结果清楚地强调了电导率不确定性和头部组织成分缺陷对新生儿脑电活动建模研究和定位的影响。《人类大脑图谱》37:3604 - 3622,2016年。© 2016威利期刊公司。

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本文引用的文献

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