메뉴 건너뛰기




Volumn 219, Issue 2, 2013, Pages 312-323

Thresholds in fMRI studies: Reliable for single subjects?

Author keywords

Analysis threshold; Automated pipeline; Clinical fMRI; Individual subject; ROC; Test retest reliability

Indexed keywords

ARTICLE; CLASSIFICATION; CORPUS STRIATUM; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; MOTION; POSTCENTRAL GYRUS; POSTERIOR CINGULATE; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; RELIABILITY; REPRODUCIBILITY; SPIKE; SUPPLEMENTARY MOTOR AREA; TEST RETEST RELIABILITY; THALAMUS; VISUAL CORTEX;

EID: 84883748240     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2013.08.005     Document Type: Article
Times cited : (16)

References (58)
  • 1
    • 77950593754 scopus 로고    scopus 로고
    • FMRI assessment of language lateralization: an objective approach
    • Abbott D.F., Waites A.B., Lillywhite L.M., Jackson G.D. fMRI assessment of language lateralization: an objective approach. Neuroimage 2010, 50:1446-1455.
    • (2010) Neuroimage , vol.50 , pp. 1446-1455
    • Abbott, D.F.1    Waites, A.B.2    Lillywhite, L.M.3    Jackson, G.D.4
  • 2
    • 84858132502 scopus 로고    scopus 로고
    • Enhancing reproducibility of fMRI statistical maps using generalized canonical correlation analysis in NPAIRS framework
    • Afshin-Pour B., Hossein-Zadeh G-A., Strother S.C., Soltanian-Zadeh H. Enhancing reproducibility of fMRI statistical maps using generalized canonical correlation analysis in NPAIRS framework. Neuroimage 2012, 60:1970-1981.
    • (2012) Neuroimage , vol.60 , pp. 1970-1981
    • Afshin-Pour, B.1    Hossein-Zadeh, G.-A.2    Strother, S.C.3    Soltanian-Zadeh, H.4
  • 4
    • 0034683214 scopus 로고    scopus 로고
    • Improvement of presurgical patient evaluation by generation of functional magnetic resonance risk maps
    • Beisteiner R., Lanzenberger R., Novak K., Edward V., Windischberger C., Erdler M., et al. Improvement of presurgical patient evaluation by generation of functional magnetic resonance risk maps. Neurosci Lett 2000, 290:13-16.
    • (2000) Neurosci Lett , vol.290 , pp. 13-16
    • Beisteiner, R.1    Lanzenberger, R.2    Novak, K.3    Edward, V.4    Windischberger, C.5    Erdler, M.6
  • 5
    • 77950230672 scopus 로고    scopus 로고
    • How reliable are the results from functional magnetic resonance imaging?
    • Bennett C.M., Miller M.B. How reliable are the results from functional magnetic resonance imaging?. Ann NY Acad Sci 2010, 1191:133-155.
    • (2010) Ann NY Acad Sci , vol.1191 , pp. 133-155
    • Bennett, C.M.1    Miller, M.B.2
  • 6
    • 48149091421 scopus 로고    scopus 로고
    • Reproducibility of fMRI in the clinical setting: implications for trial designs
    • Bosnell R., Wegner C., Kincses Z.T., Korteweg T., Agosta F., Ciccarelli O., et al. Reproducibility of fMRI in the clinical setting: implications for trial designs. Neuroimage 2008, 42:603-610.
    • (2008) Neuroimage , vol.42 , pp. 603-610
    • Bosnell, R.1    Wegner, C.2    Kincses, Z.T.3    Korteweg, T.4    Agosta, F.5    Ciccarelli, O.6
  • 9
    • 34250779291 scopus 로고    scopus 로고
    • Test-retest reliability in fMRI of language: group and task effects
    • Chen E.E., Small S.L. Test-retest reliability in fMRI of language: group and task effects. Brain Lang 2007, 102:176-185.
    • (2007) Brain Lang , vol.102 , pp. 176-185
    • Chen, E.E.1    Small, S.L.2
  • 10
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: software for analysis and visualization of functional magnetic resonance neuroimages
    • Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 1996, 29(3):162-173.
    • (1996) Comput Biomed Res , vol.29 , Issue.3 , pp. 162-173
    • Cox, R.W.1
  • 12
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • Dice L.R. Measures of the amount of ecologic association between species. Ecology 1945, 26:297-302.
    • (1945) Ecology , vol.26 , pp. 297-302
    • Dice, L.R.1
  • 14
    • 0037465828 scopus 로고    scopus 로고
    • Intrasubject reproducibility of presurgical language lateralization and mapping using fMRI
    • Fernandez G., Specht K., Weis S., Tendolkar I., Reuber M., Fell J., et al. Intrasubject reproducibility of presurgical language lateralization and mapping using fMRI. Neurology 2003, 60:969-975.
    • (2003) Neurology , vol.60 , pp. 969-975
    • Fernandez, G.1    Specht, K.2    Weis, S.3    Tendolkar, I.4    Reuber, M.5    Fell, J.6
  • 15
    • 77952315012 scopus 로고    scopus 로고
    • Sensitivity and reliability of language laterality assessment with a free reversed association task-a fMRI study
    • Fesl G., Bruhns P., Rau S., Wiesmann M., Ilmberger J., Kegel G., et al. Sensitivity and reliability of language laterality assessment with a free reversed association task-a fMRI study. Eur Radiol 2010, 20:683-695.
    • (2010) Eur Radiol , vol.20 , pp. 683-695
    • Fesl, G.1    Bruhns, P.2    Rau, S.3    Wiesmann, M.4    Ilmberger, J.5    Kegel, G.6
  • 16
    • 0030456268 scopus 로고    scopus 로고
    • Detecting activations in PET and fMRI: levels of inference and power
    • Friston K.J., Holmes A., Poline J.B., Price C.J., Frith C.D. Detecting activations in PET and fMRI: levels of inference and power. Neuroimage 1996, 40:223-235.
    • (1996) Neuroimage , vol.40 , pp. 223-235
    • Friston, K.J.1    Holmes, A.2    Poline, J.B.3    Price, C.J.4    Frith, C.D.5
  • 18
    • 0036334830 scopus 로고    scopus 로고
    • Thresholding of statistical maps in functional neuroimaging using the false discovery rate
    • Genovese C.R., Lazar N.A., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 2002, 15:870-878.
    • (2002) Neuroimage , vol.15 , pp. 870-878
    • Genovese, C.R.1    Lazar, N.A.2    Nichols, T.3
  • 19
    • 0030931831 scopus 로고    scopus 로고
    • Estimating test-retest reliability in functional MR imaging. I. Statistical methodology
    • Genovese C.R., Noll D.C., Eddy W.F. Estimating test-retest reliability in functional MR imaging. I. Statistical methodology. Magn Reson Med 1997, 38:497-507.
    • (1997) Magn Reson Med , vol.38 , pp. 497-507
    • Genovese, C.R.1    Noll, D.C.2    Eddy, W.F.3
  • 20
    • 78650203192 scopus 로고    scopus 로고
    • Reproducibility of fMRI activations associated with auditory sentence comprehension
    • Gonzalez-Castillo J., Talavage T.M. Reproducibility of fMRI activations associated with auditory sentence comprehension. Neuroimage 2011, 54:2138-2155.
    • (2011) Neuroimage , vol.54 , pp. 2138-2155
    • Gonzalez-Castillo, J.1    Talavage, T.M.2
  • 21
    • 84933674612 scopus 로고    scopus 로고
    • Adaptive thresholding for reliable topological inference in single subject fMRI analysis
    • Gorgolewski K.J., Storkey A.J., Bastin M.E., Pernet C.R. Adaptive thresholding for reliable topological inference in single subject fMRI analysis. Front Hum Neurosci 2012, 6(1):1-14.
    • (2012) Front Hum Neurosci , vol.6 , Issue.1 , pp. 1-14
    • Gorgolewski, K.J.1    Storkey, A.J.2    Bastin, M.E.3    Pernet, C.R.4
  • 22
    • 70349972868 scopus 로고    scopus 로고
    • Functional magnetic resonance imaging (fMRI) reproducibility and variance components across visits and scanning sites with a finger tapping task
    • Gountouna V-E., Job D.E., McIntosh A.M., Moorhead T.W.J., Lymer G.K.L., Whalley H.C., et al. Functional magnetic resonance imaging (fMRI) reproducibility and variance components across visits and scanning sites with a finger tapping task. Neuroimage 2010, 49:552-560.
    • (2010) Neuroimage , vol.49 , pp. 552-560
    • Gountouna, V.-E.1    Job, D.E.2    McIntosh, A.M.3    Moorhead, T.W.J.4    Lymer, G.K.L.5    Whalley, H.C.6
  • 23
    • 18244376144 scopus 로고    scopus 로고
    • Reliability estimation of grouped functional imaging data using penalized maximum likelihood
    • Gullapalli R.P., Maitra R., Roys S.R., Smith G., Alon G., Greenspan J. Reliability estimation of grouped functional imaging data using penalized maximum likelihood. Magn Reson Med 2005, 53:1126-1134.
    • (2005) Magn Reson Med , vol.53 , pp. 1126-1134
    • Gullapalli, R.P.1    Maitra, R.2    Roys, S.R.3    Smith, G.4    Alon, G.5    Greenspan, J.6
  • 24
    • 33745624303 scopus 로고    scopus 로고
    • The intersubject and intrasubject reproducibility of fMRI activation during three encoding tasks: implications for clinical applications
    • Harrington G.S., Farias S.T., Buonocore M., Yonelinas A.P. The intersubject and intrasubject reproducibility of fMRI activation during three encoding tasks: implications for clinical applications. Neuroradiology 2006, 48:495-505.
    • (2006) Neuroradiology , vol.48 , pp. 495-505
    • Harrington, G.S.1    Farias, S.T.2    Buonocore, M.3    Yonelinas, A.P.4
  • 25
    • 0001368373 scopus 로고
    • Ètude comparative de la distribution florale dans une portion des alpes et des jura
    • Jaccard P. Ètude comparative de la distribution florale dans une portion des alpes et des jura. Bull Soc Vaud Sci Nat 1901, 37:547579.
    • (1901) Bull Soc Vaud Sci Nat , vol.37 , pp. 547579
    • Jaccard, P.1
  • 26
  • 28
    • 0030669660 scopus 로고    scopus 로고
    • Methods for assessing accuracy and reliability in functional MRI
    • Le T.H., Hu X. Methods for assessing accuracy and reliability in functional MRI. NMR Biomed 1997, 10:160-164.
    • (1997) NMR Biomed , vol.10 , pp. 160-164
    • Le, T.H.1    Hu, X.2
  • 31
    • 0142025002 scopus 로고    scopus 로고
    • Bridging functional MR images and scientific inference: reproducibility maps
    • Liou M., Su H.R., Lee J.D., Cheng P., Huang C.C., Tsai C.H. Bridging functional MR images and scientific inference: reproducibility maps. J Cogn Neurosci 2003, 15(7):935-945.
    • (2003) J Cogn Neurosci , vol.15 , Issue.7 , pp. 935-945
    • Liou, M.1    Su, H.R.2    Lee, J.D.3    Cheng, P.4    Huang, C.C.5    Tsai, C.H.6
  • 32
    • 1942425117 scopus 로고    scopus 로고
    • An evaluation of thresholding techniques in fMRI analysis
    • Logan B.R., Rowe D.B. An evaluation of thresholding techniques in fMRI analysis. Neuroimage 2004, 22:95-108.
    • (2004) Neuroimage , vol.22 , pp. 95-108
    • Logan, B.R.1    Rowe, D.B.2
  • 33
    • 1042266612 scopus 로고    scopus 로고
    • Task repetition can affect functional magnetic resonance imaging-based measures of language lateralization and lead to pseudoincreases in bilaterality
    • Lohmann H., Deppe M., Jansen A., Schwindt W., Knecht S. Task repetition can affect functional magnetic resonance imaging-based measures of language lateralization and lead to pseudoincreases in bilaterality. J Cereb Blood Flow Metab 2004, 24:179-187.
    • (2004) J Cereb Blood Flow Metab , vol.24 , pp. 179-187
    • Lohmann, H.1    Deppe, M.2    Jansen, A.3    Schwindt, W.4    Knecht, S.5
  • 34
    • 0035004790 scopus 로고    scopus 로고
    • Within-session and between-session reproducibility of cerebral sensorimotor activation: a test-retest effect evidenced with functional magnetic resonance imaging
    • Loubinoux I., Carel C., Alary F., Boulanouar K., Viallard G., Manelfe C., et al. Within-session and between-session reproducibility of cerebral sensorimotor activation: a test-retest effect evidenced with functional magnetic resonance imaging. J Cereb Blood Flow Metab 2001, 592-607.
    • (2001) J Cereb Blood Flow Metab , pp. 592-607
    • Loubinoux, I.1    Carel, C.2    Alary, F.3    Boulanouar, K.4    Viallard, G.5    Manelfe, C.6
  • 35
    • 67349266182 scopus 로고    scopus 로고
    • Assessing certainty of activation or inactivation in test-retest fMRI studies
    • Maitra R. Assessing certainty of activation or inactivation in test-retest fMRI studies. Neuroimage 2009, 47:88-97.
    • (2009) Neuroimage , vol.47 , pp. 88-97
    • Maitra, R.1
  • 36
    • 75249101298 scopus 로고    scopus 로고
    • A re-defined and generalized percent-overlap-of-activation measure for studies of fMRI reproducibility and its use in identifying outlier activation maps
    • Maitra R. A re-defined and generalized percent-overlap-of-activation measure for studies of fMRI reproducibility and its use in identifying outlier activation maps. Neuroimage 2010, 50:124-135.
    • (2010) Neuroimage , vol.50 , pp. 124-135
    • Maitra, R.1
  • 37
    • 0036293403 scopus 로고    scopus 로고
    • Test-retest reliability estimation of functional MRI Data
    • Maitra R., Roys S.R., Gullapalli R.P. Test-retest reliability estimation of functional MRI Data. Magn Reson Med 2002, 48:62-70.
    • (2002) Magn Reson Med , vol.48 , pp. 62-70
    • Maitra, R.1    Roys, S.R.2    Gullapalli, R.P.3
  • 38
    • 0036086292 scopus 로고    scopus 로고
    • Multiple reproducibility indices for evaluation of cognitive functional MR imaging paradigms
    • Maldjian J.A., Laurienti P.J., Driskill L., Burdette J.H. Multiple reproducibility indices for evaluation of cognitive functional MR imaging paradigms. Am J Neuroradiol 2002, 23:1030-1037.
    • (2002) Am J Neuroradiol , vol.23 , pp. 1030-1037
    • Maldjian, J.A.1    Laurienti, P.J.2    Driskill, L.3    Burdette, J.H.4
  • 39
    • 80051917965 scopus 로고    scopus 로고
    • Can resting-state functional MRI serve as a complement to task-based mapping of sensorimotor function? A test-retest reliability study in healthy volunteers
    • Mannfolk P., Nilsson M., Hansson H., Stahlberg F., Fransson P., Weibull A., et al. Can resting-state functional MRI serve as a complement to task-based mapping of sensorimotor function? A test-retest reliability study in healthy volunteers. J Magn Reson Imaging 2011, 34:511-517.
    • (2011) J Magn Reson Imaging , vol.34 , pp. 511-517
    • Mannfolk, P.1    Nilsson, M.2    Hansson, H.3    Stahlberg, F.4    Fransson, P.5    Weibull, A.6
  • 40
    • 84862788894 scopus 로고    scopus 로고
    • AveLI: a robust lateralization index in functional magnetic resonance imaging using unbiased threshold-free computation
    • Matsuo K., Chen S.H.A., Tseng W.Y.I. AveLI: a robust lateralization index in functional magnetic resonance imaging using unbiased threshold-free computation. J Neurosci Methods 2012, 205:119-129.
    • (2012) J Neurosci Methods , vol.205 , pp. 119-129
    • Matsuo, K.1    Chen, S.H.A.2    Tseng, W.Y.I.3
  • 41
    • 0242721216 scopus 로고    scopus 로고
    • Controlling the familywise error rate in functional neuroimaging: a comparative review
    • Nichols T., Hayasaka S. Controlling the familywise error rate in functional neuroimaging: a comparative review. Stat Methods Med Res 2003, 12:419-446.
    • (2003) Stat Methods Med Res , vol.12 , pp. 419-446
    • Nichols, T.1    Hayasaka, S.2
  • 42
    • 0015021890 scopus 로고
    • The assessment and analysis of handedness: the Edinburgh inventory
    • Oldfield R.C. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 1971, 9(1):97-113.
    • (1971) Neuropsychologia , vol.9 , Issue.1 , pp. 97-113
    • Oldfield, R.C.1
  • 43
    • 0032477881 scopus 로고    scopus 로고
    • The effects of practice on the functional anatomy of task performance
    • Petersen S.E., Van Mier H., Fiez J.A., Raichle M.E. The effects of practice on the functional anatomy of task performance. PNAS USA 1998, 95:853-860.
    • (1998) PNAS USA , vol.95 , pp. 853-860
    • Petersen, S.E.1    Van Mier, H.2    Fiez, J.A.3    Raichle, M.E.4
  • 44
    • 84857753446 scopus 로고    scopus 로고
    • Test-retest reliability of evoked BOLD signals from a cognitive/emotive fMRI test battery
    • Plichta M.M., Schwarz A.J., Grimm O., Morgen K., Mier D., Haddad L., et al. Test-retest reliability of evoked BOLD signals from a cognitive/emotive fMRI test battery. Neuroimage 2012, 60:1746-1758.
    • (2012) Neuroimage , vol.60 , pp. 1746-1758
    • Plichta, M.M.1    Schwarz, A.J.2    Grimm, O.3    Morgen, K.4    Mier, D.5    Haddad, L.6
  • 46
    • 0032005768 scopus 로고    scopus 로고
    • Within-subject reproducibility of visual activation patterns with functional magnetic resonance imaging using multislice echo planar imaging
    • Rombouts S.A.R.B., Barkhof F., Hoogenraad F.G.C., Sprenger M., Scheltens P. Within-subject reproducibility of visual activation patterns with functional magnetic resonance imaging using multislice echo planar imaging. Magn Reson Imaging 1998, 16(2):105-113.
    • (1998) Magn Reson Imaging , vol.16 , Issue.2 , pp. 105-113
    • Rombouts, S.A.R.B.1    Barkhof, F.2    Hoogenraad, F.G.C.3    Sprenger, M.4    Scheltens, P.5
  • 49
    • 41149087830 scopus 로고    scopus 로고
    • Assessment of the language laterality index in patients with brain tumor using functional MR imaging: effects of thresholding, task selection, and prior surgery
    • [ePub]
    • Ruff I.M., Brennan N.M.P., Peck K.K., Hou B.L., Tabar V., Brennan C.W., et al. Assessment of the language laterality index in patients with brain tumor using functional MR imaging: effects of thresholding, task selection, and prior surgery. Am J Neuroradiol 2008, 528-535. [ePub].
    • (2008) Am J Neuroradiol , pp. 528-535
    • Ruff, I.M.1    Brennan, N.M.P.2    Peck, K.K.3    Hou, B.L.4    Tabar, V.5    Brennan, C.W.6
  • 50
    • 18544372419 scopus 로고    scopus 로고
    • Functional MRI activation maps from empirically defined curve fitting
    • Sarty G.E., Borowsky R. Functional MRI activation maps from empirically defined curve fitting. Concept Magn Res 2005, 24B(1):46-55.
    • (2005) Concept Magn Res , vol.24 B , Issue.1 , pp. 46-55
    • Sarty, G.E.1    Borowsky, R.2
  • 51
    • 44649144843 scopus 로고    scopus 로고
    • Laterality index in functional MRI: methodological issues
    • Seghier M.L. Laterality index in functional MRI: methodological issues. Magn Reson Imaging 2008, 26:594-601.
    • (2008) Magn Reson Imaging , vol.26 , pp. 594-601
    • Seghier, M.L.1
  • 52
    • 7444258398 scopus 로고    scopus 로고
    • Variability of fMRI activation during a phonological and semantic language task in healthy subjects
    • Seghier M.L., Lazeyras F., Pegna A.J., Annoni J.M., Zimine I., Mayer E., et al. Variability of fMRI activation during a phonological and semantic language task in healthy subjects. Hum Brain Mapp 2004, 23:140-155.
    • (2004) Hum Brain Mapp , vol.23 , pp. 140-155
    • Seghier, M.L.1    Lazeyras, F.2    Pegna, A.J.3    Annoni, J.M.4    Zimine, I.5    Mayer, E.6
  • 53
    • 0032807513 scopus 로고    scopus 로고
    • ROC Analysis of statistical methods used in functional MRI: individual subjects
    • Skudlarski P., Constable R.T., Gore J.C. ROC Analysis of statistical methods used in functional MRI: individual subjects. Neuroimage 1999, 9:311-329.
    • (1999) Neuroimage , vol.9 , pp. 311-329
    • Skudlarski, P.1    Constable, R.T.2    Gore, J.C.3
  • 55
    • 78751676903 scopus 로고    scopus 로고
    • FMRI memory assessment in healthy subjects: a new approach to view lateralization data at an individual level
    • Strandberg M., Elfgreen C., Mannfolk P., Olsrud J., Stenberg L., Van Westen D., et al. fMRI memory assessment in healthy subjects: a new approach to view lateralization data at an individual level. Brain Imaging Behav 2011, 5:1-11.
    • (2011) Brain Imaging Behav , vol.5 , pp. 1-11
    • Strandberg, M.1    Elfgreen, C.2    Mannfolk, P.3    Olsrud, J.4    Stenberg, L.5    Van Westen, D.6
  • 56
    • 0030853786 scopus 로고    scopus 로고
    • Activation pattern reproducibility: measuring the effects of group size and data analysis models
    • Strother S.C., Lange N., Anderson J.R., Schaper K.A., Rehm K., Hansen L.K., et al. Activation pattern reproducibility: measuring the effects of group size and data analysis models. Hum Brain Mapp 1997, 5:312-316.
    • (1997) Hum Brain Mapp , vol.5 , pp. 312-316
    • Strother, S.C.1    Lange, N.2    Anderson, J.R.3    Schaper, K.A.4    Rehm, K.5    Hansen, L.K.6
  • 57
  • 58
    • 33847026433 scopus 로고    scopus 로고
    • Analysis of a large fMRI cohort: statistical and methodological issues for group analyses
    • Thirion B., Pinel P., Meriaux S., Roche A., Dehaene S., Poline J.B. Analysis of a large fMRI cohort: statistical and methodological issues for group analyses. NeuroImage 2007, 35:105-120.
    • (2007) NeuroImage , vol.35 , pp. 105-120
    • Thirion, B.1    Pinel, P.2    Meriaux, S.3    Roche, A.4    Dehaene, S.5    Poline, J.B.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.