Recent progress and outstanding issues in motion correction in resting state fMRI

被引:735
作者
Power, Jonathan D. [1 ]
Schlaggar, Bradley L. [1 ,2 ,3 ,4 ]
Petersen, Steven E. [1 ,2 ,4 ,5 ,6 ,7 ]
机构
[1] Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
[2] Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USA
[3] Washington Univ, Sch Med, Dept Pediat, St Louis, MO 63110 USA
[4] Washington Univ, Sch Med, Dept Anat & Neurobiol, St Louis, MO 63110 USA
[5] Washington Univ, Dept Psychol, St Louis, MO 63130 USA
[6] Washington Univ, Sch Med, Dept Neurosurg, St Louis, MO 63110 USA
[7] Washington Univ, Dept Biomed Engn, St Louis, MO 63130 USA
关键词
fMRI; Motion; Artifact; Denoising; Resting state; Functional connectivity; INTRINSIC FUNCTIONAL CONNECTIVITY; STIMULUS-CORRELATED MOTION; HEAD MOTION; NOISE CORRECTION; QUALITY-CONTROL; BRAIN; IMPACT; ARTIFACTS; BOLD; REGRESSION;
D O I
10.1016/j.neuroimage.2014.10.044
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The purpose of this review is to communicate and synthesize recent findings related to motion artifact in resting state fMRI. In 2011, three groups reported that small head movements produced spurious but structured noise in brain scans, causing distance-dependent changes in signal correlations. This finding has prompted both methods development and the re-examination of prior findings with more stringent motion correction. Since 2011, over a dozen papers have been published specifically on motion artifact in resting state fMRI. We will attempt to distill these papers to their most essential content. We will point out some aspects of motion artifact that are easily or often overlooked. Throughout the review, we will highlight gaps in current knowledge and avenues for future research. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:536 / 551
页数:16
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