The effect of artifact rejection by signal-space projection on source localization accuracy in MEG measurements

被引:38
作者
Nolte, G [1 ]
Curio, G [1 ]
机构
[1] Free Univ Berlin, Dept Neurol, D-12200 Berlin, Germany
关键词
Cramer-Rao bound; equivalent current dipole; localization accuracy; magnetoencephalography (MEG); signal-space projection (SSP);
D O I
10.1109/10.752937
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The consequences of artifact suppression by means of signal-space projection on dipole localization accuracy for magnetoencephalography measurements are studied. Approximate analytical formulas, equivalent to the Cramer-Rao bound, are presented and verified by Monte Carlo simulations which relate the increase of localization error for individual coordinates to the similarity of the artifact field and respective (contravariant) quadrupole fields obtained by differentiating the dipole field with respect to its origin. The expressions simplify significantly for dipoles placed below the center of the measuring system giving rise to highly symmetric field patterns, Formulas are presented both for single- and for multiple-artifact rejection. As illustrative examples artifact fields are constructed which a) lead to highly decreasing signal-to-noise ratio and goodness of-fit (GOF), while the localization error is unaffected for all coordinates and b) lead to an increase of localization error while the SNR and the GOF stays constant. Finally, the rich structure of localization error increase is demonstrated for a class of artifact fields originating from artifact current dipoles.
引用
收藏
页码:400 / 408
页数:9
相关论文
共 26 条
[2]   MAGNETOENCEPHALOGRAPHY - THEORY, INSTRUMENTATION, AND APPLICATIONS TO NONINVASIVE STUDIES OF THE WORKING HUMAN BRAIN [J].
HAMALAINEN, M ;
HARI, R ;
ILMONIEMI, RJ ;
KNUUTILA, J ;
LOUNASMAA, OV .
REVIEWS OF MODERN PHYSICS, 1993, 65 (02) :413-497
[3]  
Hamalainen Matti S., 1995, Brain Topography, V7, P283, DOI 10.1007/BF01195254
[4]  
HAMALAINEN MS, 1987, TKKFA620
[5]   SPATIAL-RESOLUTION OF NEUROMAGNETIC RECORDS - THEORETICAL CALCULATIONS IN A SPHERICAL MODEL [J].
HARI, R ;
JOUTSINIEMI, SL ;
SARVAS, J .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1988, 71 (01) :64-72
[6]  
HUOTILAINEN M, 1993, ABSTR INT C BIOM, P209
[7]  
ILMONIEMI RJ, 1985, BIOMAGNETISM APPL TH, P278
[8]   Cardiac artifacts in magnetoencephalogram [J].
Jousmaki, V ;
Hari, R .
JOURNAL OF CLINICAL NEUROPHYSIOLOGY, 1996, 13 (02) :172-176
[9]   LOCATING ACCURACY OF A CURRENT SOURCE OF NEUROMAGNETIC RESPONSES - SIMULATION STUDY FOR A SINGLE CURRENT DIPOLE IN A SPHERICAL CONDUCTOR [J].
KURIKI, S ;
MURASE, M ;
TAKEUCHI, F .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1989, 73 (06) :499-506
[10]   Current dipole localization with an ideal magnetometer system [J].
Lutkenhoner, B .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1996, 43 (11) :1049-1061