Motion or activity: Their role in intra- and inter-subject variation in fMRI

被引:179
作者
Lund, TE [1 ]
Norgaard, MD [1 ]
Rostrup, E [1 ]
Rowe, JB [1 ]
Paulson, OB [1 ]
机构
[1] Copenhagen Univ Hosp, Danish Ctr MR, DK-2650 Hvidovre, Copenhagen, Denmark
基金
英国惠康基金;
关键词
fMRI; inter-session variability; movement artefacts;
D O I
10.1016/j.neuroimage.2005.02.021
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Functional MRI (fMRI) carries the potential for non-invasive measurements of brain activity. Typically, what are referred to as activation images are actually thresholded statistical parametric maps. These maps possess large inter-session variability. This is especially problematic when applying fMRI to pre-surgical planning because of a higher requirement for intra-subject precision. The purpose of this study was to investigate the impact of residual movement artefacts on intrasubject and inter-subject variability in the observed fMRI activation. Ten subjects were examined using three different word-generation tasks. Two of the subjects were examined 10 times on 10 different days using the same paradigms. We systematically investigated one approach of correcting for residual movement effects: the inclusion of regressors describing movement-related effects in the design matrix of a General Linear Model (GLM). The data were analysed with and without modeling the residual movement artefacts and the impact on inter-session variance was assessed using F-contrasts. Inclusion of motion parameters in the analysis significantly reduced both the intrasubject as well as the inter-subject-variance. (c) 2005 Elsevier Inc. All rights reserved.
引用
收藏
页码:960 / 964
页数:5
相关论文
共 29 条
  • [1] Ashburner J, 1999, HUM BRAIN MAPP, V7, P254, DOI 10.1002/(SICI)1097-0193(1999)7:4<254::AID-HBM4>3.0.CO
  • [2] 2-G
  • [3] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [4] Movement-related effects in fMRI time-series
    Friston, KJ
    Williams, S
    Howard, R
    Frackowiak, RSJ
    Turner, R
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1996, 35 (03) : 346 - 355
  • [5] Spatial registration and normalization of images
    Friston, KJ
    Ashburner, J
    Frith, CD
    Poline, JB
    Heather, JD
    Frackowiak, RSJ
    [J]. HUMAN BRAIN MAPPING, 1995, 3 (03) : 165 - 189
  • [6] Classical and Bayesian inference in neuroimaging: Theory
    Friston, KJ
    Penny, W
    Phillips, C
    Kiebel, S
    Hinton, G
    Ashburner, J
    [J]. NEUROIMAGE, 2002, 16 (02) : 465 - 483
  • [7] Mixed-effects and fMRI studies
    Friston, KJ
    Stephan, KE
    Lund, TE
    Morcom, A
    Kiebel, S
    [J]. NEUROIMAGE, 2005, 24 (01) : 244 - 252
  • [8] Estimating test-retest reliability in functional MR imaging .1. Statistical methodology
    Genovese, CR
    Noll, DC
    Eddy, WF
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1997, 38 (03) : 497 - 507
  • [9] Effect of slice orientation on reproducibility of fMRI motor activation at 3 Tesla
    Gustard, S
    Fadili, J
    Williams, EJ
    Hall, LD
    Carpenter, TA
    Brett, M
    Bullmore, ET
    [J]. MAGNETIC RESONANCE IMAGING, 2001, 19 (10) : 1323 - 1331
  • [10] FMRI - DOES CORRELATION IMPLY ACTIVATION
    HAJNAL, JV
    BYDDER, GM
    YOUNG, IR
    [J]. NMR IN BIOMEDICINE, 1995, 8 (03) : 97 - 100