The validation of the finite difference method and reciprocity for solving the inverse problem in EEG dipole source analysis

被引:63
作者
Vanrumste, B
Van Hoey, G
Van de Walle, R
D'Havé, MRP
Lemahieu, IA
Boon, PAJM
机构
[1] Univ Ghent, Dept Elect & Informat Syst, B-9000 Ghent, Belgium
[2] Ghent Univ Hosp, Dept Neurol, Epilepsy Monitoring Unit, B-9000 Ghent, Belgium
关键词
EEG dipole source analysis; finite difference method; reciprocity; number of electrodes; noise;
D O I
10.1023/A:1012909511833
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The performance of the finite difference reciprocity method (FDRM) to solve the inverse problem in EEG dipole source analysis is investigated in the analytically solvable three-shell spherical head model for a large set of test dipoles. The location error for a grid with 2 mm and 3 mm node spacing is in general, not larger than twice the internode distance, hence 4 mm and 6 mm, respectively. Increasing the number of scalp electrodes from 27 to 44 only marginally improves the location error. The orientation error is always smaller than 4 for all the test dipoles considered. We have also compared the sensitivity to noise using FDRM in EEG dipole source analysis with the sensitivity to noise using the analytical expression for the forward problem. FDRM is not more sensitive to noise than the method using the analytical expression.
引用
收藏
页码:83 / 92
页数:10
相关论文
共 30 条
[1]
Effect of conductivity uncertainties and modeling errors on EEG source localization using a 2-D model [J].
Awada, KA ;
Jackson, DR ;
Baumann, SB ;
Williams, JT ;
Wilton, DR ;
Fink, PW ;
Prasky, BR .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (09) :1135-1145
[2]
Computational aspects of finite element modeling in EEG source localization [J].
Awada, KA ;
Jackson, DR ;
Williams, JT ;
Wilton, DR ;
Baumann, SB ;
Papanicolaou, AC .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1997, 44 (08) :736-752
[3]
BOON P, 1995, ACTA NEUROL SCAND, V92, P7
[4]
Dipole modeling in epilepsy surgery candidates [J].
Boon, P ;
DHave, M ;
Adam, C ;
Vonck, K ;
Baulac, M ;
Vandekerckhove, T ;
DeReuck, J .
EPILEPSIA, 1997, 38 (02) :208-218
[5]
Inverse localization of electric dipole current sources in finite element models of the human head [J].
Buchner, H ;
Knoll, G ;
Fuchs, M ;
Rienacker, A ;
Beckmann, R ;
Wagner, M ;
Silny, J ;
Pesch, J .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1997, 102 (04) :267-278
[6]
DASILVA FL, 1987, ELECTROENCEPHALOGRAP, V46, P763
[7]
Datta B.N., 1995, Numerical Linear Algebra and Applications
[8]
EBERSOLE J S, 1990, Brain Topography, V3, P21, DOI 10.1007/BF01128858
[9]
An improved boundary element method for realistic volume-conductor modeling [J].
Fuchs, M ;
Drenckhahn, R ;
Wischmann, HA ;
Wagner, M .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (08) :980-997
[10]
Multigrid solution of the potential field in modeling electrical nerve stimulation [J].
Hoekema, R ;
Venner, K ;
Struijk, JJ ;
Holsheimer, J .
COMPUTERS AND BIOMEDICAL RESEARCH, 1998, 31 (05) :348-362