메뉴 건너뛰기




Volumn 23, Issue SUPPL. 1, 2004, Pages

Partial least squares analysis of neuroimaging data: Applications and advances

Author keywords

Event related potentials; Functional MRI; Magnetoencephalography; Multivariate statistics; Nonparametric statistics; Positron emission tomography

Indexed keywords

ADULT; CONFERENCE PAPER; FEMALE; HUMAN; MAGNETOENCEPHALOGRAPHY; MALE; MATHEMATICAL MODEL; NEUROIMAGING; NONLINEAR SYSTEM; NUCLEAR MAGNETIC RESONANCE IMAGING; POSITRON EMISSION TOMOGRAPHY; PRIORITY JOURNAL; RELIABILITY; SAMPLING; SIMULATION; STATISTICAL ANALYSIS;

EID: 7044249748     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2004.07.020     Document Type: Conference Paper
Times cited : (822)

References (39)
  • 1
    • 0030175198 scopus 로고    scopus 로고
    • AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
    • R.W. Cox AFNI: software for analysis and visualization of functional magnetic resonance neuroimages Comput. Biomed. Res. 29 1996 162 173
    • (1996) Comput. Biomed. Res. , vol.29 , pp. 162-173
    • Cox, R.W.1
  • 2
    • 0034668777 scopus 로고    scopus 로고
    • Corticolimbic interactions associated with performance on a short-term memory task are modified by age
    • V. Della-Maggiore, A.B. Sekuler, C.L. Grady, P.J. Bennett, R. Sekuler, and A.R. McIntosh Corticolimbic interactions associated with performance on a short-term memory task are modified by age J. Neurosci. 20 2000 8410 8416
    • (2000) J. Neurosci. , vol.20 , pp. 8410-8416
    • Della-Maggiore, V.1    Sekuler, A.B.2    Grady, C.L.3    Bennett, P.J.4    Sekuler, R.5    McIntosh, A.R.6
  • 5
    • 84964203940 scopus 로고
    • Bootstrap methods for standard errors, confidence intervals and other measures of statistical accuracy
    • B. Efron, and R. Tibshirani Bootstrap methods for standard errors, confidence intervals and other measures of statistical accuracy Stat. Sci. 1 1986 54 77
    • (1986) Stat. Sci. , vol.1 , pp. 54-77
    • Efron, B.1    Tibshirani, R.2
  • 8
    • 0034070005 scopus 로고    scopus 로고
    • Changes in memory processing with age
    • C.L. Grady, and F.I. Craik Changes in memory processing with age Curr. Opin. Neurobiol. 10 2000 224 231
    • (2000) Curr. Opin. Neurobiol. , vol.10 , pp. 224-231
    • Grady, C.L.1    Craik, F.I.2
  • 10
    • 0037319161 scopus 로고    scopus 로고
    • Evidence from functional neuroimaging of a compensatory prefrontal network in Alzheimer's disease
    • C.L. Grady, A.R. McIntosh, S. Beig, M.L. Keightley, H. Burian, and S.E. Black Evidence from functional neuroimaging of a compensatory prefrontal network in Alzheimer's disease J. Neurosci. 23 2003 986 993
    • (2003) J. Neurosci. , vol.23 , pp. 986-993
    • Grady, C.L.1    McIntosh, A.R.2    Beig, S.3    Keightley, M.L.4    Burian, H.5    Black, S.E.6
  • 11
    • 0030240264 scopus 로고    scopus 로고
    • Nonlinear partial least squares modeling of phenyl alkylamines with the monoamine oxidase inhibitory activities
    • K. Hasegawa, T. Kimura, Y. Miyashita, and K. Funatsu Nonlinear partial least squares modeling of phenyl alkylamines with the monoamine oxidase inhibitory activities J. Chem. Inf. Comput. Sci. 36 1996 1025 1029
    • (1996) J. Chem. Inf. Comput. Sci. , vol.36 , pp. 1025-1029
    • Hasegawa, K.1    Kimura, T.2    Miyashita, Y.3    Funatsu, K.4
  • 12
    • 0036027738 scopus 로고    scopus 로고
    • Event-related neural activity associated with habit and recollection
    • J.F. Hay, K.A. Kane, R. West, and C. Alain Event-related neural activity associated with habit and recollection Neuropsychologia 40 2002 260 270
    • (2002) Neuropsychologia , vol.40 , pp. 260-270
    • Hay, J.F.1    Kane, K.A.2    West, R.3    Alain, C.4
  • 13
    • 0036338839 scopus 로고    scopus 로고
    • Inversion and contrast polarity reversal affect both encoding and recognition processes of unfamiliar faces: A repetition study using ERPs
    • R.J. Itier, and M.J. Taylor Inversion and contrast polarity reversal affect both encoding and recognition processes of unfamiliar faces: a repetition study using ERPs NeuroImage 15 2002 353 372
    • (2002) NeuroImage , vol.15 , pp. 353-372
    • Itier, R.J.1    Taylor, M.J.2
  • 14
    • 1842570908 scopus 로고    scopus 로고
    • Spatiotemporal analysis of event-related potentials to upright, inverted, and contrast-reversed faces: Effects on encoding and recognition
    • R. Itier, M.J. Taylor, and N.J. Lobaugh Spatiotemporal analysis of event-related potentials to upright, inverted, and contrast-reversed faces: effects on encoding and recognition Psychophysiology 41 2004 643 653
    • (2004) Psychophysiology , vol.41 , pp. 643-653
    • Itier, R.1    Taylor, M.J.2    Lobaugh, N.J.3
  • 16
    • 0142011012 scopus 로고    scopus 로고
    • Multivariate analysis of neuronal interactions in the generalized partial least squares framework: Simulations and empirical studies
    • F.H. Lin, A.R. McIntosh, J.A. Agnew, G.F. Eden, T.A. Zeffiro, and J.W. Belliveau Multivariate analysis of neuronal interactions in the generalized partial least squares framework: simulations and empirical studies NeuroImage 20 2003 625 642
    • (2003) NeuroImage , vol.20 , pp. 625-642
    • Lin, F.H.1    McIntosh, A.R.2    Agnew, J.A.3    Eden, G.F.4    Zeffiro, T.A.5    Belliveau, J.W.6
  • 17
    • 0035003914 scopus 로고    scopus 로고
    • Spatiotemporal analysis of experimental differences in event-related potential data with partial least squares
    • N.J. Lobaugh, R. West, and A.R. McIntosh Spatiotemporal analysis of experimental differences in event-related potential data with partial least squares Psychophysiology 38 2001 517 530
    • (2001) Psychophysiology , vol.38 , pp. 517-530
    • Lobaugh, N.J.1    West, R.2    McIntosh, A.R.3
  • 19
    • 0036257354 scopus 로고    scopus 로고
    • An evaluation of methods for detecting brain activations from functional neuroimages
    • A.S. Lukic, M.N. Wernick, and S.C. Strother An evaluation of methods for detecting brain activations from functional neuroimages Artif. Intell. Med. 25 2002 69 88
    • (2002) Artif. Intell. Med. , vol.25 , pp. 69-88
    • Lukic, A.S.1    Wernick, M.N.2    Strother, S.C.3
  • 20
    • 0029097368 scopus 로고
    • PLS analysis of distance matrices to detect nonlinear relationships between biological potency and molecular properties
    • Y.C. Martin, C.T. Lin, C. Hetti, and J. DeLazzer PLS analysis of distance matrices to detect nonlinear relationships between biological potency and molecular properties J. Med. Chem. 38 1995 3009 3015
    • (1995) J. Med. Chem. , vol.38 , pp. 3009-3015
    • Martin, Y.C.1    Lin, C.T.2    Hetti, C.3    Delazzer, J.4
  • 21
    • 7044276002 scopus 로고    scopus 로고
    • From location to integration: How neural interactions form the basis for human cognition
    • E. Tulving Psychology Press Philadelphia
    • A.R. McIntosh From location to integration: how neural interactions form the basis for human cognition E. Tulving Memory, Consciousness, and the Brain: The Tallinn Conference 2000 Psychology Press Philadelphia
    • (2000) Memory, Consciousness, and the Brain: The Tallinn Conference
    • McIntosh, A.R.1
  • 22
    • 0034324960 scopus 로고    scopus 로고
    • Towards a network theory of cognition
    • A.R. McIntosh Towards a network theory of cognition Neural Netw. 13 2001 861 876
    • (2001) Neural Netw. , vol.13 , pp. 861-876
    • McIntosh, A.R.1
  • 23
    • 6344287382 scopus 로고    scopus 로고
    • Contexts and Catalysts: A resolution of the localization and integration of function in the brain
    • in press
    • McIntosh, A.R., in press. Contexts and Catalysts: a resolution of the localization and integration of function in the brain. Neuroinformatics.
    • Neuroinformatics
    • McIntosh, A.R.1
  • 24
    • 0029941179 scopus 로고    scopus 로고
    • Spatial pattern analysis of functional brain images using partial least squares
    • A.R. McIntosh, F.L. Bookstein, J.V. Haxby, and C.L. Grady Spatial pattern analysis of functional brain images using partial least squares NeuroImage 3 1996 143 157
    • (1996) NeuroImage , vol.3 , pp. 143-157
    • McIntosh, A.R.1    Bookstein, F.L.2    Haxby, J.V.3    Grady, C.L.4
  • 25
    • 0033612323 scopus 로고    scopus 로고
    • Interactions of prefrontal cortex related to awareness in sensory learning
    • A.R. McIntosh, M.N. Rajah, and N.J. Lobaugh Interactions of prefrontal cortex related to awareness in sensory learning Science 284 1999 1531 1533
    • (1999) Science , vol.284 , pp. 1531-1533
    • McIntosh, A.R.1    Rajah, M.N.2    Lobaugh, N.J.3
  • 27
    • 0042343816 scopus 로고    scopus 로고
    • Functional connectivity of the medial temporal lobe relates to learning and awareness
    • A.R. McIntosh, M.N. Rajah, and N.J. Lobaugh Functional connectivity of the medial temporal lobe relates to learning and awareness J. Neurosci. 23 2003 6520 6528
    • (2003) J. Neurosci. , vol.23 , pp. 6520-6528
    • McIntosh, A.R.1    Rajah, M.N.2    Lobaugh, N.J.3
  • 28
    • 5644273771 scopus 로고    scopus 로고
    • Spatiotemporal analysis of event-related fMRI data using partial least squares
    • in press.
    • McIntosh, A.R., Chau, W., Protzner, A.B., in press. Spatiotemporal analysis of event-related fMRI data using partial least squares. NeuroImage.
    • NeuroImage
    • McIntosh, A.R.1    Chau, W.2    Protzner, A.B.3
  • 31
    • 21844498053 scopus 로고
    • Application of the parametric bootstrap to models that incorporation a singular value decomposition
    • L. Milan, and J. Whittaker Application of the parametric bootstrap to models that incorporation a singular value decomposition J. R. Stat. Soc., Ser. C, Appl. Stat. 44 1995 31 49
    • (1995) J. R. Stat. Soc., Ser. C, Appl. Stat. , vol.44 , pp. 31-49
    • Milan, L.1    Whittaker, J.2
  • 32
    • 0036136472 scopus 로고    scopus 로고
    • Nonparametric permutation tests for functional neuroimaging: A primer with examples
    • T.E. Nichols, and A.P. Holmes Nonparametric permutation tests for functional neuroimaging: a primer with examples HBM 15 2002 1 25
    • (2002) HBM , vol.15 , pp. 1-25
    • Nichols, T.E.1    Holmes, A.P.2
  • 33
    • 0029762353 scopus 로고    scopus 로고
    • General and specific brain regions involved in encoding and retrieval of events: What, where, and when
    • L. Nyberg, A.R. McIntosh, R. Cabeza, R. Habib, S. Houle, and E. Tulving General and specific brain regions involved in encoding and retrieval of events: what, where, and when Proc. Natl. Acad. Sci. U. S. A. 93 1996 11280 11285
    • (1996) Proc. Natl. Acad. Sci. U. S. A. , vol.93 , pp. 11280-11285
    • Nyberg, L.1    McIntosh, A.R.2    Cabeza, R.3    Habib, R.4    Houle, S.5    Tulving, E.6
  • 35
    • 0024805647 scopus 로고
    • Neurobehavioral effects of prenatal alcohol: Part II. Partial least squares analysis
    • P.D. Sampson, A.P. Streissguth, H.M. Barr, and F.L. Bookstein Neurobehavioral effects of prenatal alcohol: Part II. Partial least squares analysis Neurotoxicol. Teratol. 11 1989 477 491
    • (1989) Neurotoxicol. Teratol. , vol.11 , pp. 477-491
    • Sampson, P.D.1    Streissguth, A.P.2    Barr, H.M.3    Bookstein, F.L.4
  • 38
    • 0038640158 scopus 로고    scopus 로고
    • PET activation studies comparing two speech tasks widely used in surgical mapping
    • D. Vanlancker-Sidtis, A.R. McIntosh, and S. Grafton PET activation studies comparing two speech tasks widely used in surgical mapping Brain Lang. 85 2003 245 261
    • (2003) Brain Lang. , vol.85 , pp. 245-261
    • Vanlancker-Sidtis, D.1    McIntosh, A.R.2    Grafton, S.3
  • 39


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.