Zhang Yingchun, van Drongelen Wim, Kohrman Michael, He Bin
University of Minnesota, Department of Biomedical Engineering, Minneapolis, MN 55455, USA.
Neuroimage. 2008 Aug 15;42(2):683-95. doi: 10.1016/j.neuroimage.2008.04.263. Epub 2008 May 11.
We have investigated 3-dimensional brain current density reconstruction (CDR) from intracranial electrocorticogram (ECoG) recordings by means of finite element method (FEM). The brain electrical sources are modeled by a current density distribution and estimated from the ECoG signals with the aid of a weighted minimum norm estimation algorithm. A series of computer simulations were conducted to evaluate the performance of ECoG-CDR by comparing with the scalp EEG based CDR results. The present computer simulation results indicate that the ECoG-CDR provides enhanced performance in localizing single dipole sources which are located in regions underneath the implanted subdural ECoG grids, and in distinguishing and imaging multiple separate dipole sources, in comparison to the CDR results as obtained from the scalp EEG under the same conditions. We have also demonstrated the applicability of the present ECoG-CDR method to estimate 3-dimensional current density distribution from the subdural ECoG recordings in a human epilepsy patient. Eleven interictal epileptiform spikes (seven from the frontal region and four from parietal region) in an epilepsy patient undergoing surgical evaluation were analyzed. The present promising results indicate the feasibility and applicability of the developed ECoG-CDR method of estimating brain sources from intracranial electrical recordings, with detailed forward modeling using FEM.
我们通过有限元方法(FEM)研究了从颅内脑电皮层电图(ECoG)记录进行三维脑电流密度重建(CDR)。脑电源由电流密度分布建模,并借助加权最小范数估计算法从ECoG信号中估计。通过与基于头皮脑电图的CDR结果进行比较,进行了一系列计算机模拟以评估ECoG - CDR的性能。目前的计算机模拟结果表明,与在相同条件下从头皮脑电图获得的CDR结果相比,ECoG - CDR在定位位于植入的硬膜下ECoG网格下方区域的单个偶极子源以及区分和成像多个单独的偶极子源方面具有更高的性能。我们还证明了当前的ECoG - CDR方法可用于从一名人类癫痫患者的硬膜下ECoG记录中估计三维电流密度分布。分析了一名接受手术评估的癫痫患者的11次发作间期癫痫样棘波(7次来自额叶区域,4次来自顶叶区域)。目前有前景的结果表明,所开发的利用FEM进行详细正向建模的从颅内电记录估计脑源的ECoG - CDR方法具有可行性和适用性。