메뉴 건너뛰기




Volumn 56, Issue 3, 2011, Pages 1412-1425

FADTTS: Functional analysis of diffusion tensor tract statistics

Author keywords

Confidence band; Diffusion tensor imaging; Fiber bundle; Global test statistic; Varying coefficient model

Indexed keywords

AGE; ARTICLE; BRAIN DEVELOPMENT; CAPSULA INTERNA; CONTROLLED STUDY; CORPUS CALLOSUM; DIFFUSION TENSOR IMAGING; FEMALE; FUNCTIONAL ANALYSIS OF DIFFUSION TENSOR TRACT STATISTICS; GENDER; HUMAN; INFANT; INTERMETHOD COMPARISON; MALE; NORMAL HUMAN; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; REGRESSION ANALYSIS; SIMULATION; STATISTICAL MODEL; STATISTICS; WHITE MATTER;

EID: 79955468497     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.01.075     Document Type: Article
Times cited : (68)

References (63)
  • 1
    • 0033933649 scopus 로고    scopus 로고
    • Voxel-based morphometry: the methods
    • Ashburner J., Friston K.J. Voxel-based morphometry: the methods. Neuroimage 2000, 11:805-821.
    • (2000) Neuroimage , vol.11 , pp. 805-821
    • Ashburner, J.1    Friston, K.J.2
  • 2
    • 0028398052 scopus 로고
    • Estimation of the effective self-diffusion tensor from the NMR spin echo
    • Basser P.J., Mattiello J., LeBihan D. Estimation of the effective self-diffusion tensor from the NMR spin echo. J. Magn. Reson. B 1994, 103:247-254.
    • (1994) J. Magn. Reson. B , vol.103 , pp. 247-254
    • Basser, P.J.1    Mattiello, J.2    LeBihan, D.3
  • 3
    • 0028154030 scopus 로고
    • MR diffusion tensor spectroscopy and imaging
    • Basser P.J., Mattiello J., LeBihan D. MR diffusion tensor spectroscopy and imaging. Biophys. J. 1994, 66:259-267.
    • (1994) Biophys. J. , vol.66 , pp. 259-267
    • Basser, P.J.1    Mattiello, J.2    LeBihan, D.3
  • 4
    • 35349015664 scopus 로고    scopus 로고
    • Diffusion tensor imaging in children and adolescents: reproducibility, hemispheric, and age-related differences
    • Bonekam D., Nagae L.M., Degaonkar M., Matson M., Abdalla W.M., Barker P.B., Mori S., Horská A. Diffusion tensor imaging in children and adolescents: reproducibility, hemispheric, and age-related differences. Neuroimage 2008, 34:733-742.
    • (2008) Neuroimage , vol.34 , pp. 733-742
    • Bonekam, D.1    Nagae, L.M.2    Degaonkar, M.3    Matson, M.4    Abdalla, W.M.5    Barker, P.B.6    Mori, S.7    Horská, A.8
  • 5
    • 33846645363 scopus 로고    scopus 로고
    • Age-related water diffusion changes in human brain: a voxel-based approach
    • Camara E., Bodammer N., Rodriguez-Fornells A., Tempelmann C. Age-related water diffusion changes in human brain: a voxel-based approach. Neuroimage 2007, 34:1588-1599.
    • (2007) Neuroimage , vol.34 , pp. 1588-1599
    • Camara, E.1    Bodammer, N.2    Rodriguez-Fornells, A.3    Tempelmann, C.4
  • 6
    • 33846433529 scopus 로고    scopus 로고
    • Diffusion tensor imaging: application to the study of the developing brain
    • Cascio C.J., Gerig G., Piven J. Diffusion tensor imaging: application to the study of the developing brain. J. Am. Acad. Child Adolesc. Psychiatry 2007, 46:213-223.
    • (2007) J. Am. Acad. Child Adolesc. Psychiatry , vol.46 , pp. 213-223
    • Cascio, C.J.1    Gerig, G.2    Piven, J.3
  • 7
    • 67651154137 scopus 로고    scopus 로고
    • White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients
    • Chen Y.S., An H.Y., Zhu H.T., Stone T., Smith J.K., Hall C., Bullitt E., Shen D.G., Lin W.L. White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients. Neuroimage 2009, 47:1154-1162.
    • (2009) Neuroimage , vol.47 , pp. 1154-1162
    • Chen, Y.S.1    An, H.Y.2    Zhu, H.T.3    Stone, T.4    Smith, J.K.5    Hall, C.6    Bullitt, E.7    Shen, D.G.8    Lin, W.L.9
  • 9
    • 0033233728 scopus 로고    scopus 로고
    • Statistical estimation in varying coefficient models
    • Fan J., Zhang W. Statistical estimation in varying coefficient models. Ann. Stat. 1999, 27(5):1491-1518.
    • (1999) Ann. Stat. , vol.27 , Issue.5 , pp. 1491-1518
    • Fan, J.1    Zhang, W.2
  • 10
    • 0034354589 scopus 로고    scopus 로고
    • Simultaneous confidence bands and hypothesis testing in varying-coefficient models
    • Fan J., Zhang W. Simultaneous confidence bands and hypothesis testing in varying-coefficient models. Scand. J. Stat. 2000, 27(4):715-731.
    • (2000) Scand. J. Stat. , vol.27 , Issue.4 , pp. 715-731
    • Fan, J.1    Zhang, W.2
  • 11
    • 68149148542 scopus 로고    scopus 로고
    • Statistical methods with varying coefficient models
    • Fan J., Zhang W. Statistical methods with varying coefficient models. Stat. Interface 2008, 1(1):179-195.
    • (2008) Stat. Interface , vol.1 , Issue.1 , pp. 179-195
    • Fan, J.1    Zhang, W.2
  • 13
    • 72849119332 scopus 로고    scopus 로고
    • Testing for familial aggregation of functional traits
    • Fang Y., Wang Y. Testing for familial aggregation of functional traits. Stat. Med. 2009, 28:3611-3625.
    • (2009) Stat. Med. , vol.28 , pp. 3611-3625
    • Fang, Y.1    Wang, Y.2
  • 14
    • 67650102333 scopus 로고    scopus 로고
    • Multivariate varying-coefficient models for an ecological system
    • Ferguson C.A., Bowman A.W., Scott E.M., Carvalho L. Multivariate varying-coefficient models for an ecological system. Environmetrics 2009, 20:460-476.
    • (2009) Environmetrics , vol.20 , pp. 460-476
    • Ferguson, C.A.1    Bowman, A.W.2    Scott, E.M.3    Carvalho, L.4
  • 15
    • 40649126922 scopus 로고    scopus 로고
    • Voxel-based diffusion tensor imaging in patients with mesial temporal lobe epilepsy and hippocampal sclerosis
    • Focke N.K., Yogarajah M., Bonelli S.B., Bartlett P.A., Symms M.R., Duncan J.S. Voxel-based diffusion tensor imaging in patients with mesial temporal lobe epilepsy and hippocampal sclerosis. Neuroimage 2008, 40:728-737.
    • (2008) Neuroimage , vol.40 , pp. 728-737
    • Focke, N.K.1    Yogarajah, M.2    Bonelli, S.B.3    Bartlett, P.A.4    Symms, M.R.5    Duncan, J.S.6
  • 16
    • 74049113273 scopus 로고    scopus 로고
    • Local polynomial quantile regression with parametric features
    • Ghouch A.E., Genton M.G. Local polynomial quantile regression with parametric features. J. Am. Stat. Assoc. 2009, 104:1416-1429.
    • (2009) J. Am. Stat. Assoc. , vol.104 , pp. 1416-1429
    • Ghouch, A.E.1    Genton, M.G.2
  • 19
    • 65549094227 scopus 로고    scopus 로고
    • Group analysis of DTI fiber tract statistics with application to neurodevelopment
    • Goodlett C.B., Fletcher P.T., Gilmore J.H., Gerig G. Group analysis of DTI fiber tract statistics with application to neurodevelopment. Neuroimage 2009, 45:S133-S142.
    • (2009) Neuroimage , vol.45
    • Goodlett, C.B.1    Fletcher, P.T.2    Gilmore, J.H.3    Gerig, G.4
  • 22
    • 33747153005 scopus 로고    scopus 로고
    • Properties of principal component methods for functional and longitudinal data analysis
    • Hall P., Müller H.-G., Wang J.-L. Properties of principal component methods for functional and longitudinal data analysis. Ann. Stat. 2006, 34(3):1493-1517.
    • (2006) Ann. Stat. , vol.34 , Issue.3 , pp. 1493-1517
    • Hall, P.1    Müller, H.-G.2    Wang, J.-L.3
  • 23
    • 0042338799 scopus 로고    scopus 로고
    • Computation of the fractional anisotropy and mean diffusivity maps without tensor decoding and diagonalization: theoretical analysis and validation
    • Hasan K.M., Narayana P.A. Computation of the fractional anisotropy and mean diffusivity maps without tensor decoding and diagonalization: theoretical analysis and validation. Magn. Reson. Med. 2003, 50:589-598.
    • (2003) Magn. Reson. Med. , vol.50 , pp. 589-598
    • Hasan, K.M.1    Narayana, P.A.2
  • 24
    • 0035742314 scopus 로고    scopus 로고
    • Analytical computation of the eigenvalues and eigenvectors in DT-MRI
    • Hasan K.M., Basser P.J., Parker D.L., Alexander A.L. Analytical computation of the eigenvalues and eigenvectors in DT-MRI. J. Magn. Reson. 2001, 152:41-47.
    • (2001) J. Magn. Reson. , vol.152 , pp. 41-47
    • Hasan, K.M.1    Basser, P.J.2    Parker, D.L.3    Alexander, A.L.4
  • 25
    • 64949183332 scopus 로고    scopus 로고
    • On the construction of a ground truth framework for evaluating voxel-based diffusion tensor MRI analysis methods
    • Hecke W.V., Sijbers J., Backer S.D., Poot D., Parizel P.M., Leemans A. On the construction of a ground truth framework for evaluating voxel-based diffusion tensor MRI analysis methods. Neuroimage 2009, 46:692-707.
    • (2009) Neuroimage , vol.46 , pp. 692-707
    • Hecke, W.V.1    Sijbers, J.2    Backer, S.D.3    Poot, D.4    Parizel, P.M.5    Leemans, A.6
  • 26
    • 19344366707 scopus 로고    scopus 로고
    • The effect of filter size on VBM analyses of DT-MRI data
    • Jones D.K., Symms M.R., Cercignani M., Howard R.J. The effect of filter size on VBM analyses of DT-MRI data. Neuroimage 2005, 26:546-554.
    • (2005) Neuroimage , vol.26 , pp. 546-554
    • Jones, D.K.1    Symms, M.R.2    Cercignani, M.3    Howard, R.J.4
  • 27
    • 0037300575 scopus 로고    scopus 로고
    • Bootstraps of sums of independent but not identically distributed stochastic processes
    • Kosorok M.R. Bootstraps of sums of independent but not identically distributed stochastic processes. J. Multivariate Anal. 2003, 84:299-318.
    • (2003) J. Multivariate Anal. , vol.84 , pp. 299-318
    • Kosorok, M.R.1
  • 30
    • 78650108606 scopus 로고    scopus 로고
    • Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data. Ann. Stat. 38
    • Li, Y., Hsing, T., 2010. Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data. Ann. Stat. 38, 3321-3351.
    • (2010) , pp. 3321-3351
    • Li, Y.1    Hsing, T.2
  • 31
    • 0036868663 scopus 로고    scopus 로고
    • Diffusion tensor imaging and aging-a review
    • Moseley M. Diffusion tensor imaging and aging-a review. NMR Biomed. 2002, 15:553-560.
    • (2002) NMR Biomed. , vol.15 , pp. 553-560
    • Moseley, M.1
  • 32
    • 33644889389 scopus 로고    scopus 로고
    • Diffusion tensor imaging and tractography of human brain development
    • Mukherjee P., McKinstry R.C. Diffusion tensor imaging and tractography of human brain development. Neuroimaging Clin. N. Am. 2006, 16:19-43.
    • (2006) Neuroimaging Clin. N. Am. , vol.16 , pp. 19-43
    • Mukherjee, P.1    McKinstry, R.C.2
  • 33
    • 61449178738 scopus 로고    scopus 로고
    • Tract-based morphometry for white matter group analysis
    • O'Donnell L., Westin C.-F., Golby A. Tract-based morphometry for white matter group analysis. Neuroimage 2009, 45:832-844.
    • (2009) Neuroimage , vol.45 , pp. 832-844
    • O'Donnell, L.1    Westin, C.-F.2    Golby, A.3
  • 34
    • 0029908076 scopus 로고    scopus 로고
    • Toward a quantitative assessment of diffusion anisotropy
    • Pierpaoli C., Basser P.J. Toward a quantitative assessment of diffusion anisotropy. Magn. Reson. Med. 1996, 36:893-906.
    • (1996) Magn. Reson. Med. , vol.36 , pp. 893-906
    • Pierpaoli, C.1    Basser, P.J.2
  • 35
    • 0038524930 scopus 로고    scopus 로고
    • Applied functional data analysis
    • Springer-Verlag, New York, Methods and case studies
    • Ramsay J.O., Silverman B.W. Applied functional data analysis. Springer Series in Statistics 2002, Springer-Verlag, New York, Methods and case studies.
    • (2002) Springer Series in Statistics
    • Ramsay, J.O.1    Silverman, B.W.2
  • 37
    • 34547121693 scopus 로고    scopus 로고
    • Clinical applications of diffusion tensor imaging and tractography in children
    • Rollins N.K. Clinical applications of diffusion tensor imaging and tractography in children. Pediatr. Radiol. 2007, 37:769-780.
    • (2007) Pediatr. Radiol. , vol.37 , pp. 769-780
    • Rollins, N.K.1
  • 38
    • 79955482711 scopus 로고    scopus 로고
    • Random ellipsoids and false discovery rates: statistics for diffusion tensor imaging data. Ph.D. thesis, Stanford University.
    • Schwartzman, A., 2006. Random ellipsoids and false discovery rates: statistics for diffusion tensor imaging data. Ph.D. thesis, Stanford University.
    • (2006)
    • Schwartzman, A.1
  • 39
    • 14944370113 scopus 로고    scopus 로고
    • Cross-subject comparison of principal diffusion direction maps
    • Schwartzman A., Dougherty R.F., Taylor J.E. Cross-subject comparison of principal diffusion direction maps. Magn. Reson. Med. 2005, 53:1423-1431.
    • (2005) Magn. Reson. Med. , vol.53 , pp. 1423-1431
    • Schwartzman, A.1    Dougherty, R.F.2    Taylor, J.E.3
  • 41
    • 20444397416 scopus 로고    scopus 로고
    • Diffusion tensor imaging of neurodevelopment in children and young adults
    • Snook L., Paulson L.A., Roy D., Phillips L., Beaulieu C. Diffusion tensor imaging of neurodevelopment in children and young adults. Neuroimage 2005, 26:1164-1173.
    • (2005) Neuroimage , vol.26 , pp. 1164-1173
    • Snook, L.1    Paulson, L.A.2    Roy, D.3    Phillips, L.4    Beaulieu, C.5
  • 42
    • 33751109018 scopus 로고    scopus 로고
    • Voxel based versus region of interest analysis in diffusion tensor imaging of neurodevelopment
    • Snook L., Plewes C., Beaulieu C. Voxel based versus region of interest analysis in diffusion tensor imaging of neurodevelopment. Neuroimage 2007, 34:243-252.
    • (2007) Neuroimage , vol.34 , pp. 243-252
    • Snook, L.1    Plewes, C.2    Beaulieu, C.3
  • 43
    • 0344983758 scopus 로고    scopus 로고
    • Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia
    • Song S.K., Sun S.W., Ju W.K., Lin S.J., Cross A.H., Neufeld A.H. Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia. Neuroimage 2003, 20:1714-1722.
    • (2003) Neuroimage , vol.20 , pp. 1714-1722
    • Song, S.K.1    Sun, S.W.2    Ju, W.K.3    Lin, S.J.4    Cross, A.H.5    Neufeld, A.H.6
  • 45
    • 18044389102 scopus 로고    scopus 로고
    • Increased sensitivity in neuroimaging analyses using robust regression
    • Wager T.D., Keller M., Lacey S.C., Jonides J. Increased sensitivity in neuroimaging analyses using robust regression. Neuroimage 2005, 26:99-113.
    • (2005) Neuroimage , vol.26 , pp. 99-113
    • Wager, T.D.1    Keller, M.2    Lacey, S.C.3    Jonides, J.4
  • 47
    • 70149083959 scopus 로고    scopus 로고
    • Variable selection in nonparametric varying-coefficient models for analysis of repeated measurements
    • Wang L., Li H., Huang J.Z. Variable selection in nonparametric varying-coefficient models for analysis of repeated measurements. J. Am. Stat. Assoc. 2008, 103(484):1556-1569.
    • (2008) J. Am. Stat. Assoc. , vol.103 , Issue.484 , pp. 1556-1569
    • Wang, L.1    Li, H.2    Huang, J.Z.3
  • 48
    • 33646502385 scopus 로고    scopus 로고
    • Local regression for vector responses
    • Welsh A.H., Yee T.W. Local regression for vector responses. J. Stat. Plan. Infer. 2006, 136:3007-3031.
    • (2006) J. Stat. Plan. Infer. , vol.136 , pp. 3007-3031
    • Welsh, A.H.1    Yee, T.W.2
  • 49
    • 34250378738 scopus 로고    scopus 로고
    • Statistical group comparison of diffusion tensors via multivariate hypothesis testing
    • Whitcher B., Wisco J.J., Hadjikhani N., Tuch D.S. Statistical group comparison of diffusion tensors via multivariate hypothesis testing. Magn. Reson. Med. 2007, 57:1065-1074.
    • (2007) Magn. Reson. Med. , vol.57 , pp. 1065-1074
    • Whitcher, B.1    Wisco, J.J.2    Hadjikhani, N.3    Tuch, D.S.4
  • 50
    • 7044237460 scopus 로고    scopus 로고
    • Unified univariate and multivariate random field theory
    • Worsley K.J., Taylor J.E., Tomaiuolo F., Lerch J. Unified univariate and multivariate random field theory. Neuroimage 2004, 23:189-195.
    • (2004) Neuroimage , vol.23 , pp. 189-195
    • Worsley, K.J.1    Taylor, J.E.2    Tomaiuolo, F.3    Lerch, J.4
  • 51
    • 0034399378 scopus 로고    scopus 로고
    • Kernel smoothing on varying coefficient models with longitudinal dependent variable
    • Wu C.O., Chiang C.-T. Kernel smoothing on varying coefficient models with longitudinal dependent variable. Stat. Sinica 2000, 10(2):433-456.
    • (2000) Stat. Sinica , vol.10 , Issue.2 , pp. 433-456
    • Wu, C.O.1    Chiang, C.-T.2
  • 53
    • 33645031408 scopus 로고    scopus 로고
    • Penalized spline models for functional principal component analysis
    • Yao F., Lee T.C.M. Penalized spline models for functional principal component analysis. J. R. Stat. Soc. B Stat. Methodol. 2006, 68(1):3-25.
    • (2006) J. R. Stat. Soc. B Stat. Methodol. , vol.68 , Issue.1 , pp. 3-25
    • Yao, F.1    Lee, T.C.M.2
  • 54
    • 44149096448 scopus 로고    scopus 로고
    • Structure-specific statistical mapping of white matter tracts
    • Yushkevich P.A., Zhang H., Simon T., Gee J.C. Structure-specific statistical mapping of white matter tracts. Neuroimage 2008, 41:448-461.
    • (2008) Neuroimage , vol.41 , pp. 448-461
    • Yushkevich, P.A.1    Zhang, H.2    Simon, T.3    Gee, J.C.4
  • 55
    • 84946357749 scopus 로고
    • An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias
    • Zellner A. An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. J. Am. Stat. Assoc. 1962, 57:348-368.
    • (1962) J. Am. Stat. Assoc. , vol.57 , pp. 348-368
    • Zellner, A.1
  • 56
    • 49749105599 scopus 로고    scopus 로고
    • Statistical inference for functional data
    • Zhang J., Chen J. Statistical inference for functional data. Ann. Stat. 2007, 35:1052-1079.
    • (2007) Ann. Stat. , vol.35 , pp. 1052-1079
    • Zhang, J.1    Chen, J.2
  • 57
    • 33646843531 scopus 로고    scopus 로고
    • A statistical framework for the classification of tensor morphologies in diffusion tensor images
    • Zhu H.T., Xu D., Amir R., Hao X., Zhang H., Alayar K., Ravi B., Peterson B. A statistical framework for the classification of tensor morphologies in diffusion tensor images. Magn. Reson. Imaging 2006, 24:569-582.
    • (2006) Magn. Reson. Imaging , vol.24 , pp. 569-582
    • Zhu, H.T.1    Xu, D.2    Amir, R.3    Hao, X.4    Zhang, H.5    Alayar, K.6    Ravi, B.7    Peterson, B.8
  • 59
    • 38349050275 scopus 로고    scopus 로고
    • Statistical analysis of diffusion tensors in diffusion-weighted magnetic resonance image data (with discussion)
    • Zhu H.T., Zhang H.P., Ibrahim J.G., Peterson B.G. Statistical analysis of diffusion tensors in diffusion-weighted magnetic resonance image data (with discussion). J. Am. Stat. Assoc. 2007, 102:1085-1102.
    • (2007) J. Am. Stat. Assoc. , vol.102 , pp. 1085-1102
    • Zhu, H.T.1    Zhang, H.P.2    Ibrahim, J.G.3    Peterson, B.G.4
  • 60
    • 70349774788 scopus 로고    scopus 로고
    • Intrinsic regression models for positive definitive matrices with applications in diffusion tensor images
    • Zhu H.T., Cheng Y.S., Ibrahim J.G., Li Y.M., Hall C., Lin W.L. Intrinsic regression models for positive definitive matrices with applications in diffusion tensor images. J. Am. Stat. Assoc. 2009, 104:1203-1212.
    • (2009) J. Am. Stat. Assoc. , vol.104 , pp. 1203-1212
    • Zhu, H.T.1    Cheng, Y.S.2    Ibrahim, J.G.3    Li, Y.M.4    Hall, C.5    Lin, W.L.6
  • 62
    • 79955484776 scopus 로고    scopus 로고
    • Multivariate Varying Coefficient Models for Functional Responses
    • University of North Carolina, Chapel Hill
    • Zhu H.T., Li R.Z., Kong L.L. Multivariate Varying Coefficient Models for Functional Responses. Technical report 2010, University of North Carolina, Chapel Hill.
    • (2010) Technical report
    • Zhu, H.T.1    Li, R.Z.2    Kong, L.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.