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Volumn 105, Issue , 2015, Pages 536-551

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

Author keywords

Artifact; Denoising; FMRI; Functional connectivity; Motion; Resting state

Indexed keywords

ANATICOR; ARTIFACT; BOLD SIGNAL; CENSORING MOTION CONTAMINATED DATA; COMPCOR; DVARS; FREQUENCY FILTERING; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GLOBAL SIGNAL REGRESSION; GRAY MATTER; GROUP LEVEL COVARIATE; HISTOGRAM; INDEPENDENT COMPONENT ANALYSIS; INTERPOLATION; MULTI ECHO ACQUISITION; NERVOUS SYSTEM PARAMETERS; NOISE; PARTIAL CORRELATION; POST HOC ANALYSIS; REALIGNMENT ESTIMATE; RESTING STATE FMRI; REVIEW; STATISTICAL ANALYSIS; STATISTICAL BIAS; WAVELET DESPIKING; BRAIN; BRAIN MAPPING; HUMAN; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PROCEDURES; TRENDS;

EID: 84914816317     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2014.10.044     Document Type: Review
Times cited : (771)

References (55)
  • 2
    • 0033398713 scopus 로고    scopus 로고
    • Overt verbal responding during fMRI scanning: empirical investigations of problems and potential solutions
    • Barch D.M., Sabb F.W., Carter C.S., Braver T.S., Noll D.C., Cohen J.D. Overt verbal responding during fMRI scanning: empirical investigations of problems and potential solutions. NeuroImage 1999, 10:642-657.
    • (1999) NeuroImage , vol.10 , pp. 642-657
    • Barch, D.M.1    Sabb, F.W.2    Carter, C.S.3    Braver, T.S.4    Noll, D.C.5    Cohen, J.D.6
  • 3
    • 84904473392 scopus 로고    scopus 로고
    • SimPACE: generating simulated motion corrupted BOLD data with synthetic-navigated acquisition for the development and evaluation of SLOMOCO: a new, highly effective slicewise motion correction
    • Beall E.B., Lowe M.J. SimPACE: generating simulated motion corrupted BOLD data with synthetic-navigated acquisition for the development and evaluation of SLOMOCO: a new, highly effective slicewise motion correction. NeuroImage 2014, 101:21-34.
    • (2014) NeuroImage , vol.101 , pp. 21-34
    • Beall, E.B.1    Lowe, M.J.2
  • 4
    • 34447551672 scopus 로고    scopus 로고
    • A component based noise correction method (CompCor) for BOLD and perfusion based fMRI
    • Behzadi Y., Restom K., Liau J., Liu T.T. A component based noise correction method (CompCor) for BOLD and perfusion based fMRI. NeuroImage 2007, 37:90-101.
    • (2007) NeuroImage , vol.37 , pp. 90-101
    • Behzadi, Y.1    Restom, K.2    Liau, J.3    Liu, T.T.4
  • 6
    • 84867452049 scopus 로고    scopus 로고
    • Removing motion and physiological artifacts from intrinsic BOLD fluctuations using short echo data
    • Bright M.G., Murphy K. Removing motion and physiological artifacts from intrinsic BOLD fluctuations using short echo data. NeuroImage 2013, 64:526-537.
    • (2013) NeuroImage , vol.64 , pp. 526-537
    • Bright, M.G.1    Murphy, K.2
  • 8
    • 84877072447 scopus 로고    scopus 로고
    • Optimizing the order of operations for movement scrubbing: comment on Power et al.
    • Carp J. Optimizing the order of operations for movement scrubbing: comment on Power et al. NeuroImage 2013, 76:436-438.
    • (2013) NeuroImage , vol.76 , pp. 436-438
    • Carp, J.1
  • 10
    • 20544457861 scopus 로고    scopus 로고
    • Why the frontal cortex in autism might be talking only to itself: local over-connectivity but long-distance disconnection
    • Courchesne E., Pierce K. Why the frontal cortex in autism might be talking only to itself: local over-connectivity but long-distance disconnection. Curr. Opin. Neurobiol. 2005, 15:225-230.
    • (2005) Curr. Opin. Neurobiol. , vol.15 , pp. 225-230
    • Courchesne, E.1    Pierce, K.2
  • 16
    • 84879724953 scopus 로고    scopus 로고
    • The nuisance of nuisance regression: spectral misspecification in a common approach to resting-state fMRI preprocessing reintroduces noise and obscures functional connectivity
    • Hallquist M.N., Hwang K., Luna B. The nuisance of nuisance regression: spectral misspecification in a common approach to resting-state fMRI preprocessing reintroduces noise and obscures functional connectivity. NeuroImage 2013, 82:208-225.
    • (2013) NeuroImage , vol.82 , pp. 208-225
    • Hallquist, M.N.1    Hwang, K.2    Luna, B.3
  • 18
    • 0036425968 scopus 로고    scopus 로고
    • Improved optimization for the robust and accurate linear registration and motion correction of brain images
    • Jenkinson M., Bannister P., Brady M., Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. NeuroImage 2002, 17:825-841.
    • (2002) NeuroImage , vol.17 , pp. 825-841
    • Jenkinson, M.1    Bannister, P.2    Brady, M.3    Smith, S.4
  • 19
    • 77953809025 scopus 로고    scopus 로고
    • Mapping sources of correlation in resting state FMRI, with artifact detection and removal
    • Jo H.J., Saad Z.S., Simmons W.K., Milbury L.A., Cox R.W. Mapping sources of correlation in resting state FMRI, with artifact detection and removal. NeuroImage 2010, 52:571-582.
    • (2010) NeuroImage , vol.52 , pp. 571-582
    • Jo, H.J.1    Saad, Z.S.2    Simmons, W.K.3    Milbury, L.A.4    Cox, R.W.5
  • 20
    • 84880140628 scopus 로고    scopus 로고
    • Effective preprocessing procedures virtually eliminate distance-dependent motion artifacts in resting state FMRI
    • Jo H.J., Gotts S.J., Reynolds R.C., Bandettini P.A., Martin A., Cox R.W., Saad Z.S. Effective preprocessing procedures virtually eliminate distance-dependent motion artifacts in resting state FMRI. J. Appl. Math. 2013, 2013.
    • (2013) J. Appl. Math. , vol.2013
    • Jo, H.J.1    Gotts, S.J.2    Reynolds, R.C.3    Bandettini, P.A.4    Martin, A.5    Cox, R.W.6    Saad, Z.S.7
  • 22
    • 38749111465 scopus 로고    scopus 로고
    • The intrinsic functional organization of the brain is altered in autism
    • Kennedy D.P., Courchesne E. The intrinsic functional organization of the brain is altered in autism. NeuroImage 2008, 39:1877-1885.
    • (2008) NeuroImage , vol.39 , pp. 1877-1885
    • Kennedy, D.P.1    Courchesne, E.2
  • 23
    • 84906831849 scopus 로고    scopus 로고
    • Frequency-dependent relationship between resting-state functional magnetic resonance imaging signal power and head motion is localized within distributed association networks
    • Kim J., Van Dijk K.R.A., Libby A., Napadow V. Frequency-dependent relationship between resting-state functional magnetic resonance imaging signal power and head motion is localized within distributed association networks. Brain Connect. 2014, 4:30-39.
    • (2014) Brain Connect. , vol.4 , pp. 30-39
    • Kim, J.1    Van Dijk, K.R.A.2    Libby, A.3    Napadow, V.4
  • 25
    • 84857738843 scopus 로고    scopus 로고
    • Differentiating BOLD and non-BOLD signals in fMRI time series using multi-echo EPI
    • Kundu P., Inati S.J., Evans J.W., Luh W.-M., Bandettini P.A. Differentiating BOLD and non-BOLD signals in fMRI time series using multi-echo EPI. NeuroImage 2012, 60:1759-1770.
    • (2012) NeuroImage , vol.60 , pp. 1759-1770
    • Kundu, P.1    Inati, S.J.2    Evans, J.W.3    Luh, W.-M.4    Bandettini, P.A.5
  • 29
    • 84866182896 scopus 로고    scopus 로고
    • Network-specific effects of age and in-scanner subject motion: a resting-state fMRI study of 238 healthy adults
    • Mowinckel A.M., Espeseth T., Westlye L.T. Network-specific effects of age and in-scanner subject motion: a resting-state fMRI study of 238 healthy adults. NeuroImage 2012, 63:1364-1373.
    • (2012) NeuroImage , vol.63 , pp. 1364-1373
    • Mowinckel, A.M.1    Espeseth, T.2    Westlye, L.T.3
  • 30
    • 57649158932 scopus 로고    scopus 로고
    • The impact of global signal regression on resting state correlations: are anti-correlated networks introduced?
    • Murphy K., Birn R.M., Handwerker D.A., Jones T.B., Bandettini P.A. The impact of global signal regression on resting state correlations: are anti-correlated networks introduced?. NeuroImage 2009, 44:893-905.
    • (2009) NeuroImage , vol.44 , pp. 893-905
    • Murphy, K.1    Birn, R.M.2    Handwerker, D.A.3    Jones, T.B.4    Bandettini, P.A.5
  • 33
    • 84855455705 scopus 로고    scopus 로고
    • Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion
    • Power J.D., Barnes K.A., Snyder A.Z., Schlaggar B.L., Petersen S.E. Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. NeuroImage 2012, 59:2142-2154.
    • (2012) NeuroImage , vol.59 , pp. 2142-2154
    • Power, J.D.1    Barnes, K.A.2    Snyder, A.Z.3    Schlaggar, B.L.4    Petersen, S.E.5
  • 34
    • 84877028342 scopus 로고    scopus 로고
    • Steps toward optimizing motion artifact removal in functional connectivity MRI; a reply to Carp
    • Power J.D., Barnes K.A., Snyder A.Z., Schlaggar B.L., Petersen S.E. Steps toward optimizing motion artifact removal in functional connectivity MRI; a reply to Carp. NeuroImage 2013, 76:439-441.
    • (2013) NeuroImage , vol.76 , pp. 439-441
    • Power, J.D.1    Barnes, K.A.2    Snyder, A.Z.3    Schlaggar, B.L.4    Petersen, S.E.5
  • 37
    • 84866121509 scopus 로고    scopus 로고
    • Trouble at rest: how correlation patterns and group differences become distorted after global signal regression
    • Saad Z.S., Gotts S.J., Murphy K., Chen G., Jo H.J., Martin A., Cox R.W. Trouble at rest: how correlation patterns and group differences become distorted after global signal regression. Brain Connect. 2012, 2:25-32.
    • (2012) Brain Connect. , vol.2 , pp. 25-32
    • Saad, Z.S.1    Gotts, S.J.2    Murphy, K.3    Chen, G.4    Jo, H.J.5    Martin, A.6    Cox, R.W.7
  • 39
    • 84894384080 scopus 로고    scopus 로고
    • Automatic denoising of functional MRI data: combining independent component analysis and hierarchical fusion of classifiers
    • Salimi-Khorshidi G., Douaud G., Beckmann C.F., Glasser M.F., Griffanti L., Smith S.M. Automatic denoising of functional MRI data: combining independent component analysis and hierarchical fusion of classifiers. NeuroImage 2014, 90:449-468.
    • (2014) NeuroImage , vol.90 , pp. 449-468
    • Salimi-Khorshidi, G.1    Douaud, G.2    Beckmann, C.F.3    Glasser, M.F.4    Griffanti, L.5    Smith, S.M.6
  • 40
    • 84856093663 scopus 로고    scopus 로고
    • Impact of in-scanner head motion on multiple measures of functional connectivity: relevance for studies of neurodevelopment in youth
    • Satterthwaite T.D., Wolf D.H., Loughead J., Ruparel K., Elliott M.A., Hakonarson H., Gur R.C., Gur R.E. Impact of in-scanner head motion on multiple measures of functional connectivity: relevance for studies of neurodevelopment in youth. NeuroImage 2012, 60:623-632.
    • (2012) NeuroImage , vol.60 , pp. 623-632
    • Satterthwaite, T.D.1    Wolf, D.H.2    Loughead, J.3    Ruparel, K.4    Elliott, M.A.5    Hakonarson, H.6    Gur, R.C.7    Gur, R.E.8
  • 43
    • 84899853158 scopus 로고    scopus 로고
    • The impact of image smoothness on intrinsic functional connectivity and head motion confounds
    • Scheinost D., Papademetris X., Constable R.T. The impact of image smoothness on intrinsic functional connectivity and head motion confounds. NeuroImage 2014, 95:13-21.
    • (2014) NeuroImage , vol.95 , pp. 13-21
    • Scheinost, D.1    Papademetris, X.2    Constable, R.T.3
  • 45
    • 84898024585 scopus 로고    scopus 로고
    • Statistical improvements in functional magnetic resonance imaging analyses produced by censoring high-motion data points
    • Siegel J.S., Power J.D., Dubis J.W., Vogel A.C., Church J.A., Schlaggar B.L., Petersen S.E. Statistical improvements in functional magnetic resonance imaging analyses produced by censoring high-motion data points. Hum. Brain Mapp. 2014, 35:1981-1996.
    • (2014) Hum. Brain Mapp. , vol.35 , pp. 1981-1996
    • Siegel, J.S.1    Power, J.D.2    Dubis, J.W.3    Vogel, A.C.4    Church, J.A.5    Schlaggar, B.L.6    Petersen, S.E.7
  • 47
    • 84902517382 scopus 로고    scopus 로고
    • Largely typical patterns of resting-state functional connectivity in high-functioning adults with autism
    • Tyszka J.M., Kennedy D.P., Paul L.K., Adolphs R. Largely typical patterns of resting-state functional connectivity in high-functioning adults with autism. Cereb. Cortex 2014, 24:1894-1905.
    • (2014) Cereb. Cortex , vol.24 , pp. 1894-1905
    • Tyszka, J.M.1    Kennedy, D.P.2    Paul, L.K.3    Adolphs, R.4
  • 48
    • 74049156284 scopus 로고    scopus 로고
    • Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization
    • Van Dijk K.R.A., Hedden T., Venkataraman A., Evans K.C., Lazar S.W., Buckner R.L. Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization. J. Neurophysiol. 2010, 103:297-321.
    • (2010) J. Neurophysiol. , vol.103 , pp. 297-321
    • Van Dijk, K.R.A.1    Hedden, T.2    Venkataraman, A.3    Evans, K.C.4    Lazar, S.W.5    Buckner, R.L.6
  • 49
    • 81155162516 scopus 로고    scopus 로고
    • The influence of head motion on intrinsic functional connectivity MRI
    • Van Dijk K.R., Sabuncu M.R., Buckner R.L. The influence of head motion on intrinsic functional connectivity MRI. NeuroImage 2012, 59:431-438.
    • (2012) NeuroImage , vol.59 , pp. 431-438
    • Van Dijk, K.R.1    Sabuncu, M.R.2    Buckner, R.L.3
  • 50
    • 84855470734 scopus 로고    scopus 로고
    • An alternative approach towards assessing and accounting for individual motion in fMRI timeseries
    • Wilke M. An alternative approach towards assessing and accounting for individual motion in fMRI timeseries. NeuroImage 2012, 59:2062-2072.
    • (2012) NeuroImage , vol.59 , pp. 2062-2072
    • Wilke, M.1
  • 52
    • 84891642744 scopus 로고    scopus 로고
    • Addressing head motion dependencies for small-world topologies in functional connectomics
    • Yan C.G., Craddock R.C., He Y., Milham M.P. Addressing head motion dependencies for small-world topologies in functional connectomics. Front. Hum. Neurosci. 2013, 7:910.
    • (2013) Front. Hum. Neurosci. , vol.7 , pp. 910
    • Yan, C.G.1    Craddock, R.C.2    He, Y.3    Milham, M.P.4
  • 53
    • 84880333261 scopus 로고    scopus 로고
    • Standardizing the intrinsic brain: towards robust measurement of inter-individual variation in 1000 functional connectomes
    • Yan C.G., Craddock R.C., Zuo X.N., Zang Y.F., Milham M.P. Standardizing the intrinsic brain: towards robust measurement of inter-individual variation in 1000 functional connectomes. NeuroImage 2013, 80:246-262.
    • (2013) NeuroImage , vol.80 , pp. 246-262
    • Yan, C.G.1    Craddock, R.C.2    Zuo, X.N.3    Zang, Y.F.4    Milham, M.P.5
  • 54
    • 84892872124 scopus 로고    scopus 로고
    • Spurious group differences due to head motion in a diffusion MRI study
    • Yendiki A., Koldewyn K., Kakunoori S., Kanwisher N., Fischl B. Spurious group differences due to head motion in a diffusion MRI study. NeuroImage 2013, 88C:79-90.
    • (2013) NeuroImage , vol.88 C , pp. 79-90
    • Yendiki, A.1    Koldewyn, K.2    Kakunoori, S.3    Kanwisher, N.4    Fischl, B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.