Electromagnetic source reconstruction for group studies

被引：140
作者：
Litvak, Vladimir [1 ]
Friston, Karl J. [1 ]
机构：
[1] UCL, Wellcome Trust Ctr Neuroimaging, Inst Neurol, London WC1N 3BG, England
来源：
NEUROIMAGE | 2008年 / 42卷 / 04期
基金：
英国惠康基金;
关键词：
hierarchical Bayes; source reconstruction; EEG; MEG; restricted maximum likelihood; automatic relevance determination;
D O I：
10.1016/j.neuroimage.2008.06.022
中图分类号：
Q189 [神经科学];
学科分类号：
071006 ;
摘要：
The aim of this paper is to describe a simple procedure for electromagnetic (EEG or MEG) source reconstruction, in the context of group studies. This entails a simple extension of existing source reconstiruction techniques based upon the inversion of hierarchical models. The extension ensures that evoked Or induced responses are reconstructed in the same subset of sources, over subjects. Effectively, the procedure aligns the deployment of reconstructed activity over subjects and increases, substantially, the detection of differences between evoked or induced responses at the group or between-subject level. (C) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码：1490 / 1498
页数：9
相关论文
共 24 条
  • [1] POTENTIALS-EVOKED IN HUMAN AND MONKEY CEREBRAL-CORTEX BY STIMULATION OF THE MEDIAN NERVE - A REVIEW OF SCALP AND INTRACRANIAL RECORDINGS
    ALLISON, T
    MCCARTHY, G
    WOOD, CC
    JONES, SJ
    [J]. BRAIN, 1991, 114 : 2465 - 2503
  • [2] A Bayesian approach to introducing anatomo-functional priors in the EEG/MEG inverse problem
    Baillet, S
    Garnero, L
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1997, 44 (05) : 374 - 385
  • [3] Bayesian decoding of brain images
    Friston, Karl J.
    Chu, Carlton
    Mourao-Miranda, Janaina
    Hulme, Oliver
    Rees, Geraint
    Penny, Will
    Ashburner, John
    [J]. NEUROIMAGE, 2008, 39 (01) : 181 - 205
  • [4] Multiple sparse priors for the M/EEG inverse problem
    Friston, Karl J.
    Harrison, Lee
    Daunizeau, Jean
    Kiebel, Stefan
    Phillips, Christophe
    Trujillo-Barreto, Nelson
    Henson, Richard
    Flandin, Guillaume
    Mattout, Jeremie
    [J]. NEUROIMAGE, 2008, 39 (03) : 1104 - 1120
  • [5] Bayesian estimation of evoked and induced responses
    Friston, Karl J.
    Henson, Richard
    Phillips, Christophe
    Mattout, Jeremie
    [J]. HUMAN BRAIN MAPPING, 2006, 27 (09) : 722 - 735
  • [6] Variational free energy and the Laplace approximation
    Friston, Karl J.
    Mattout, Jeremie
    Trujillo-Barreto, Nelson
    Ashburner, John
    Penny, Will
    [J]. NEUROIMAGE, 2007, 34 (01) : 220 - 234
  • [7] Mixed-effects and fMRI studies
    Friston, KJ
    Stephan, KE
    Lund, TE
    Morcom, A
    Kiebel, S
    [J]. NEUROIMAGE, 2005, 24 (01) : 244 - 252
  • [8] HARVILLE DA, 1977, J AM STAT ASSOC, V72, P320, DOI 10.2307/2286796
  • [9] Improving source detection and separation in a spatiotemporal Bayesian inference dipole analysis
    Jun, Sung C.
    George, John S.
    Plis, Sergey M.
    Ranken, Doug M.
    Schmidt, David M.
    Wood, C. C.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2006, 51 (10) : 2395 - 2414
  • [10] KASS RE, 1989, J AM STAT ASSOC, V407, P717, DOI DOI 10.1080/01621459.1989.10478825)
123