EEG distributed source imaging with a realistic finite-element head model

被引:10
|
作者
Kim, TS [1 ]
Zhou, YX
Kim, S
Singh, M
机构
[1] Univ So Calif, Dept Biomed Engn, Los Angeles, CA 90089 USA
[2] Univ So Calif, Dept Radiol, Los Angeles, CA 90089 USA
关键词
electroencephalography (EEG) source imaging; finite-element (FE) inverse methods; finite-element realistic head modeling; functional magnetic resonance imaging (fMRI);
D O I
10.1109/TNS.2002.1039558
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We have investigated electroencephalography (EEG) distributed source imaging with a realistic finite-element (FE) head model. The performance of different FE imaging methods was evaluated and compared in two-(2-D) and three-dimensional (3-D) simulation studies. The results demonstrate the feasibility of EEG distributed source imaging with FE head models using FE inverse methods. We also show that incorporating prior knowledge of sources significantly improves the inverse solutions. As an application of the EEG imaging methods, the sources of voluntary movement-related evoked potentials of the human brain were imaged. The reconstructed EEG sources show good spatial correlation with the functional magnetic imaging resonance (fMRI)-mapped motor activity in the brain, thus validating the FE inverse methods and adding temporal information to the fMRI-mapped regions of the brain.
引用
收藏
页码:745 / 752
页数:8
相关论文
共 50 条
  • [1] EEG distributed source imaging with a realistic finite-element head model
    Kim, TS
    Zhou, Y
    Kim, S
    Singh, A
    2001 IEEE NUCLEAR SCIENCE SYMPOSIUM, CONFERENCE RECORDS, VOLS 1-4, 2002, : 1682 - 1686
  • [2] A finite-element reciprocity solution for EEG forward modeling with realistic individual head models
    Ziegler, Erik
    Chellappa, Sarah L.
    Gaggioni, Giulia
    Ly, Julien Q. M.
    Vandewalle, Gilles
    Andre, Elodie
    Geuzaine, Christophe
    Phillips, Christophe
    NEUROIMAGE, 2014, 103 : 542 - 551
  • [3] Comparison of realistic head modeling methods in EEG source imaging
    Vatta, F.
    Meneghini, F.
    Esposito, F.
    Mininel, S.
    Di Salle, F.
    Biomedical Sciences Instrumentation, 2010, 46
  • [4] Realistic modelling of skull defects in finite element head models for source reconstruction from MEG and EEG
    Lau, S.
    Guellmar, D.
    Flemming, L.
    Haueisen, J.
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2014, 59 : S630 - S630
  • [5] THE FINITE-ELEMENT METHOD FOR A REALISTIC HEAD MODEL OF ELECTRICAL BRAIN ACTIVITIES - PRELIMINARY-RESULTS
    THEVENET, M
    BERTRAND, O
    PERRIN, F
    DUMONT, T
    PERNIER, J
    CLINICAL PHYSICS AND PHYSIOLOGICAL MEASUREMENT, 1991, 12 : 89 - 94
  • [6] AN EVALUATION OF HIGH-RESOLUTION EEG WITH A 3-D FINITE-ELEMENT HEAD MODEL
    CAO, G
    NUNEZ, PL
    FASEB JOURNAL, 1994, 8 (04): : A572 - A572
  • [7] DEVELOPMENT OF FINITE-ELEMENT HEAD-INJURY MODEL
    SHUGAR, TA
    KATONA, MG
    JOURNAL OF THE ENGINEERING MECHANICS DIVISION-ASCE, 1975, 101 (03): : 223 - 239
  • [8] MEG/EEG error bounds for a dipole source with a realistic head model
    Muravchik, CH
    Nehorai, A
    THIRTIETH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 1997, : 1386 - 1390
  • [9] Realistic finite-element model for the double-torsion loading configuration
    Ciccotti, M
    JOURNAL OF THE AMERICAN CERAMIC SOCIETY, 2000, 83 (11) : 2737 - 2744
  • [10] Finite-element contrast source inversion method for microwave imaging
    Zakaria, Amer
    Gilmore, Colin
    LoVetri, Joe
    INVERSE PROBLEMS, 2010, 26 (11)