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一岁儿童的高分辨率脑电图源成像。

High-resolution EEG source imaging of one-year-old children.

作者信息

Acar Zeynep Akalin, Ortiz-Mantilla Silvia, Benasich April, Makeig Scott

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:117-120. doi: 10.1109/EMBC.2016.7590654.

Abstract

Recently we described an iterative skull conductivity and source location estimation (SCALE) algorithm for simultaneously estimating head tissue conductivities and brain source locations. SCALE uses a realistic FEM forward problem head model and scalp maps of 10 or more near-dipolar sources identified by independent component analysis (ICA) decomposition of sufficient high-density EEG data. In this study, we applied SCALE to 20 minutes of 64-channel EEG data and magnetic resonance (MR) head images from four twelve-months-of-age infants. For each child, we selected 15-16 near-dipolar independent components from multiple-model adaptive mixture ICA (AMICA) decomposition of their EEG data. SCALE converged to brain-to-skull conductivity ratio (BSCR) estimates in the 10-12 range and mostly compact gyral or sulcal cortical distributions for the IC sources.

摘要

最近,我们描述了一种迭代颅骨电导率和源位置估计(SCALE)算法,用于同时估计头部组织电导率和脑源位置。SCALE使用逼真的有限元法(FEM)正向问题头部模型以及通过对足够高密度脑电图(EEG)数据进行独立成分分析(ICA)分解识别出的10个或更多近偶极源的头皮图。在本研究中,我们将SCALE应用于来自四名12个月大婴儿的20分钟64通道EEG数据和磁共振(MR)头部图像。对于每个孩子,我们从其EEG数据的多模型自适应混合ICA(AMICA)分解中选择了15 - 16个近偶极独立成分。SCALE收敛到10 - 12范围内的脑与颅骨电导率比(BSCR)估计值,并且IC源大多具有紧密的脑回或脑沟皮质分布。

相似文献

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High-resolution EEG source imaging of one-year-old children.一岁儿童的高分辨率脑电图源成像。
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:117-120. doi: 10.1109/EMBC.2016.7590654.
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本文引用的文献

1
Simultaneous head tissue conductivity and EEG source location estimation.同步头部组织电导率和脑电图源定位估计。
Neuroimage. 2016 Jan 1;124(Pt A):168-180. doi: 10.1016/j.neuroimage.2015.08.032. Epub 2015 Aug 22.
2
Effects of forward model errors on EEG source localization.正向模型误差对 EEG 源定位的影响。
Brain Topogr. 2013 Jul;26(3):378-96. doi: 10.1007/s10548-012-0274-6. Epub 2013 Jan 26.
3
Independent EEG sources are dipolar.独立的脑电源是双极的。
PLoS One. 2012;7(2):e30135. doi: 10.1371/journal.pone.0030135. Epub 2012 Feb 15.
7
Neuroelectromagnetic forward head modeling toolbox.神经电磁前探头建模工具箱。
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