Experimental tests of EEG source localization accuracy in realistically shaped head models

被引:44
作者
Cuffin, BN
Schomer, DL
Ives, JR
Blume, H
机构
[1] Beth Israel Deaconess Med Ctr, Boston, MA USA
[2] Harvard Univ, Sch Med, Boston, MA USA
关键词
electroencephalograph; source localization; depth electrodes; inverse solutions; realistic head models; boundary element models; dipoles;
D O I
10.1016/S1388-2457(01)00669-1
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objectives: To determine the accuracy with which electrical sources in the human brain can be located using realistically shaped boundary element models of the head and to compare this accuracy with that using spherical head models. Methods: In a previous study, electroencephalographs (EEGs) produced by source,, at known locations in the brains of human subjects,were recorded. The Sources were created by injecting current into implanted depth electrodes, The locations of the implanted depth and scalp EEG electrodes and head shape were determined from computerized tomography images. The EEG,, were used in calculate source locations in spherical head models and localization accuracy as determined by comparing the calculated and actual locations. In this study, these,same EEGs are used to determine localization accuracy in realistically shaped head models. Results: An average localization error of 10.5 (SD = 5.4) mm was obtained in the realistically shaped models for all 176 sources in 13 subjects. This compares with 10.6 (5.5) mm in the spherical models. The average localization error for 105 sources at superior locations in the brain is 9.1 (4.2) mm. The average error for 71 inferior location sources is 12.4 (6.4) min. The corresponding values for the spherical models are 9.2 (4.4) and 12.8 (6.2) mm. Conclusions: The realistically shaped head boundary element models used in this study produced very nearly the same localization accuracy as spherical models. (C) 2001 Elsevier Science Ireland Ltd. All rights reserved.
引用
收藏
页码:2288 / 2292
页数:5
相关论文
共 7 条
[1]   EEG localization accuracy improvements using realistically shaped head models [J].
Cuffin, BN .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1996, 43 (03) :299-303
[2]   A METHOD FOR LOCALIZING EEG SOURCES IN REALISTIC HEAD MODELS [J].
CUFFIN, BN .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1995, 42 (01) :68-71
[3]   Experimental tests of EEG source localization accuracy in spherical head models [J].
Cuffin, BN ;
Schomer, DL ;
Ives, JR ;
Blume, H .
CLINICAL NEUROPHYSIOLOGY, 2001, 112 (01) :46-51
[4]   Effects of local skull inhomogeneities on EEG source estimation [J].
Ollikainen, JO ;
Vauhkonen, M ;
Karjalainen, PA ;
Kaipio, JP .
MEDICAL ENGINEERING & PHYSICS, 1999, 21 (03) :143-154
[5]  
PRESS WH, 1989, NUMERICAL RECIPES, P289
[6]   Interictal spike localization using a standard realistic head model: simulations and analysis of clinical data [J].
Silva, C ;
Almeida, R ;
Oostendorp, T ;
Ducla-Soares, E ;
Foreid, JP ;
Pimentel, T .
CLINICAL NEUROPHYSIOLOGY, 1999, 110 (05) :846-855
[7]   A systematic evaluation of the spherical model accuracy in EEG dipole localization [J].
Yvert, B ;
Bertrand, O ;
Thevenet, M ;
Echallier, JF ;
Pernier, J .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1997, 102 (05) :452-459