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 [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Movement-related effects in fMRI time-series [J].
Friston, KJ ;
Williams, S ;
Howard, R ;
Frackowiak, RSJ ;
Turner, R .
MAGNETIC RESONANCE IN MEDICINE, 1996, 35 (03) :346-355
[5]   Spatial registration and normalization of images [J].
Friston, KJ ;
Ashburner, J ;
Frith, CD ;
Poline, JB ;
Heather, JD ;
Frackowiak, RSJ .
HUMAN BRAIN MAPPING, 1995, 3 (03) :165-189
[6]   Classical and Bayesian inference in neuroimaging: Theory [J].
Friston, KJ ;
Penny, W ;
Phillips, C ;
Kiebel, S ;
Hinton, G ;
Ashburner, J .
NEUROIMAGE, 2002, 16 (02) :465-483
[7]   Mixed-effects and fMRI studies [J].
Friston, KJ ;
Stephan, KE ;
Lund, TE ;
Morcom, A ;
Kiebel, S .
NEUROIMAGE, 2005, 24 (01) :244-252
[8]   Estimating test-retest reliability in functional MR imaging .1. Statistical methodology [J].
Genovese, CR ;
Noll, DC ;
Eddy, WF .
MAGNETIC RESONANCE IN MEDICINE, 1997, 38 (03) :497-507
[9]   Effect of slice orientation on reproducibility of fMRI motor activation at 3 Tesla [J].
Gustard, S ;
Fadili, J ;
Williams, EJ ;
Hall, LD ;
Carpenter, TA ;
Brett, M ;
Bullmore, ET .
MAGNETIC RESONANCE IMAGING, 2001, 19 (10) :1323-1331
[10]   FMRI - DOES CORRELATION IMPLY ACTIVATION [J].
HAJNAL, JV ;
BYDDER, GM ;
YOUNG, IR .
NMR IN BIOMEDICINE, 1995, 8 (03) :97-100