메뉴 건너뛰기




Volumn 31, Issue 4, 2006, Pages 1601-1613

Learning functional structure from fMR images

Author keywords

Bayesian networks; Effective connectivity; Functional MRI; Interference counting; Silent reading; Stroop task

Indexed keywords

ARTICLE; AUDIOVISUAL EQUIPMENT; BAYES THEOREM; BRAIN REGION; FUNCTIONAL MAGNETIC RESONANCE IMAGING; INFORMATION PROCESSING; PRIORITY JOURNAL; STRUCTURAL EQUATION MODELING; ADULT; ALGORITHM; ARTIFICIAL NEURAL NETWORK; BRAIN; CLINICAL TRIAL; COMPUTER SIMULATION; FEMALE; HISTOLOGY; HUMAN; IMAGE PROCESSING; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; READING; REPRODUCIBILITY; STATISTICS;

EID: 33746860833     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2006.01.031     Document Type: Article
Times cited : (70)

References (57)
  • 2
    • 33746868112 scopus 로고    scopus 로고
    • BrainPlace.com, 2005. Brain SPECT Information and Resources. Brain Systems, Functions and Problems. http://www.brainplace.com/bp/brainsystem/.
  • 3
    • 33746905678 scopus 로고    scopus 로고
    • Brett, M., 2002. The MNI brain and the Talairach atlas. http://www.mrc-cbu.cam.ac.uk/Imaging/Common/mnispace.shtml.
  • 4
    • 0030666829 scopus 로고    scopus 로고
    • Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI
    • Buchel C., and Friston K.J. Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI. Cereb. Cortex 7 (1997) 768-778
    • (1997) Cereb. Cortex , vol.7 , pp. 768-778
    • Buchel, C.1    Friston, K.J.2
  • 7
    • 0031903910 scopus 로고    scopus 로고
    • The counting Stroop: an interference task specialized for functional neuroimaging validation study with functional MRI
    • Bush G., Whalen P.J., Rosen B.R., Jenike M.A., McInerney S.C., and Rauch S.L. The counting Stroop: an interference task specialized for functional neuroimaging validation study with functional MRI. Hum. Brain Mapp. 6 (1998) 270-282
    • (1998) Hum. Brain Mapp. , vol.6 , pp. 270-282
    • Bush, G.1    Whalen, P.J.2    Rosen, B.R.3    Jenike, M.A.4    McInerney, S.C.5    Rauch, S.L.6
  • 8
    • 0037333923 scopus 로고    scopus 로고
    • Pre-frontal executive committee for perception, working memory, attention, long-term memory, motor control, and thinking: a tutorial review
    • Faw B. Pre-frontal executive committee for perception, working memory, attention, long-term memory, motor control, and thinking: a tutorial review. Conscious. Cogn. 12 (2002) 83-139
    • (2002) Conscious. Cogn. , vol.12 , pp. 83-139
    • Faw, B.1
  • 9
    • 0036155385 scopus 로고    scopus 로고
    • fMRI evidence for dual routes to the mental lexicon in visual word recognition
    • Fiebach C.J., Friederici A.D., Mu¡§ller K., and Cramon D.Y.V. fMRI evidence for dual routes to the mental lexicon in visual word recognition. J. Cogn. Neurosci. 14 1 (2002) 11-23
    • (2002) J. Cogn. Neurosci. , vol.14 , Issue.1 , pp. 11-23
    • Fiebach, C.J.1    Friederici, A.D.2    Muller, K.3    Cramon, D.Y.V.4
  • 10
    • 0033824308 scopus 로고    scopus 로고
    • False cerebral activation on BOLD functional MR images: study of low-amplitude motion weakly correlated to stimulus
    • Field A.S., Yen Y.F., Burdette J.H., and Elster A.D. False cerebral activation on BOLD functional MR images: study of low-amplitude motion weakly correlated to stimulus. Am. J. Neuroradiol. 21 8 (2000) 1388-1396
    • (2000) Am. J. Neuroradiol. , vol.21 , Issue.8 , pp. 1388-1396
    • Field, A.S.1    Yen, Y.F.2    Burdette, J.H.3    Elster, A.D.4
  • 11
    • 33746909638 scopus 로고    scopus 로고
    • fMRIDC, Dartmouth College. The fMRI Data Center. http://www.fmridc.org.
  • 12
    • 0041924877 scopus 로고    scopus 로고
    • Dynamic causal modelling
    • Friston K.J. Dynamic causal modelling. NeuroImage 19 (2003) 1273-1302
    • (2003) NeuroImage , vol.19 , pp. 1273-1302
    • Friston, K.J.1
  • 16
    • 0842304296 scopus 로고    scopus 로고
    • Changes in effective connectivity models in the presence of task-correlated motion: an fMRI study
    • Gavrilescu M., Stuart G.W., Waites A., Jackson G., Svalbe I.D., and Egan G.F. Changes in effective connectivity models in the presence of task-correlated motion: an fMRI study. Hum. Brain Mapp. 21 2 (2004) 49-63
    • (2004) Hum. Brain Mapp. , vol.21 , Issue.2 , pp. 49-63
    • Gavrilescu, M.1    Stuart, G.W.2    Waites, A.3    Jackson, G.4    Svalbe, I.D.5    Egan, G.F.6
  • 17
    • 1042301100 scopus 로고    scopus 로고
    • Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping
    • Goebel R., Roebroecka A., Kimb D., and Formisanoa E. Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magn. Reson. Imaging 21 (2003) 1251-1261
    • (2003) Magn. Reson. Imaging , vol.21 , pp. 1251-1261
    • Goebel, R.1    Roebroecka, A.2    Kimb, D.3    Formisanoa, E.4
  • 19
    • 1142273142 scopus 로고    scopus 로고
    • The role of the anterior cingulate cortex in the counting Stroop task
    • Hayward G., Goodwin G.M., Harmer C.J., and McCharley R.W. The role of the anterior cingulate cortex in the counting Stroop task. Exp. Brain Res. 154 (2004) 355-358
    • (2004) Exp. Brain Res. , vol.154 , pp. 355-358
    • Hayward, G.1    Goodwin, G.M.2    Harmer, C.J.3    McCharley, R.W.4
  • 20
    • 33746884078 scopus 로고    scopus 로고
    • Heckerman, D., Geiger, D., November 1995. Likelihoods and parameter priors for Bayesian networks. Technical Report MSR-TR-95-54, MicroSoft Research, Redmond, WA.
  • 21
    • 0036428319 scopus 로고    scopus 로고
    • Effects of verbal working memory load on corticocortial connectivity modeled by path analysis of functional magnetic resonance imaging data
    • Honey G.D., Fu C.H.Y., Kim J., Brammer M.J., Groudace T.J., Suckling J., Pich E.M., William S.C.R., and Bullmore E.T. Effects of verbal working memory load on corticocortial connectivity modeled by path analysis of functional magnetic resonance imaging data. NeuroImage 17 (2002) 573-582
    • (2002) NeuroImage , vol.17 , pp. 573-582
    • Honey, G.D.1    Fu, C.H.Y.2    Kim, J.3    Brammer, M.J.4    Groudace, T.J.5    Suckling, J.6    Pich, E.M.7    William, S.C.R.8    Bullmore, E.T.9
  • 22
    • 1842450208 scopus 로고    scopus 로고
    • Brain network interactions in auditory, visual and linguistic processing
    • Horwitz B., and Braun A.R. Brain network interactions in auditory, visual and linguistic processing. Brain Lang. 89 2 (2004) 377-384
    • (2004) Brain Lang. , vol.89 , Issue.2 , pp. 377-384
    • Horwitz, B.1    Braun, A.R.2
  • 23
    • 0032555155 scopus 로고    scopus 로고
    • Functional connectivity of the angular gyrus in normal reading and dyslexia
    • Horwitz B., Rumsey J.M., and Donohue B.C. Functional connectivity of the angular gyrus in normal reading and dyslexia. Neurobiology 95 (1998) 8939-8944
    • (1998) Neurobiology , vol.95 , pp. 8939-8944
    • Horwitz, B.1    Rumsey, J.M.2    Donohue, B.C.3
  • 26
    • 0030876710 scopus 로고    scopus 로고
    • Distinct cortical areas associated with native and second languages
    • Kim K.H.S., Relkin N.R., Lee K., and Hirsch J. Distinct cortical areas associated with native and second languages. Nature (1997) 171-174
    • (1997) Nature , pp. 171-174
    • Kim, K.H.S.1    Relkin, N.R.2    Lee, K.3    Hirsch, J.4
  • 29
    • 33746893620 scopus 로고    scopus 로고
    • Lancaster, J.L., Fox, P.T., Mikiten, S., Rainey, L., 2004. Talairach Deamon Database. http://ric.uthscsa.edu/projects/talairachdaemon.html.
  • 30
    • 33746895609 scopus 로고    scopus 로고
    • Maintz, J.B., Viergever, M.A., 1996. An overview of medical image registration methods. Imaging Science Department, Imaging Center Utrecht, Technical Report, UU-CS-1998-22.
  • 31
    • 33746915843 scopus 로고    scopus 로고
    • Margaritis, D., 2003. Learning Bayesian network model structure from data. Thesis, School of Computer Science, Carnegie Mellon University, Pittsburgh.
  • 33
    • 4944246789 scopus 로고    scopus 로고
    • Functional connectivity in the human language system: a cortico-cortical evoked potential study
    • Matsumoto R., Nair D.R., LaPresto E., Najm I., Bingaman W., Shibasaki H., and Luders H.O. Functional connectivity in the human language system: a cortico-cortical evoked potential study. Brain 127 (2004) 2316-2330
    • (2004) Brain , vol.127 , pp. 2316-2330
    • Matsumoto, R.1    Nair, D.R.2    LaPresto, E.3    Najm, I.4    Bingaman, W.5    Shibasaki, H.6    Luders, H.O.7
  • 35
    • 0028312413 scopus 로고
    • Structural equation modeling and its application to network analysis in functional brain imaging
    • McIntosh A.R., and Gonzalez-Lima F. Structural equation modeling and its application to network analysis in functional brain imaging. Hum. Brain Mapp. 2 (1994) 2-22
    • (1994) Hum. Brain Mapp. , vol.2 , pp. 2-22
    • McIntosh, A.R.1    Gonzalez-Lima, F.2
  • 37
    • 33746886032 scopus 로고    scopus 로고
    • Development and cross-validation of a model of linguistic processing using neural network and path analyses with FMRI data
    • McKiernan K.A., Conant L.L., Chen A., and Binder J.R. Development and cross-validation of a model of linguistic processing using neural network and path analyses with FMRI data. NeuroImage 13 6 (2001) 2
    • (2001) NeuroImage , vol.13 , Issue.6 , pp. 2
    • McKiernan, K.A.1    Conant, L.L.2    Chen, A.3    Binder, J.R.4
  • 38
    • 0035171764 scopus 로고    scopus 로고
    • The effects of presentation rate during word and pseudoword read: a comparison of PET and fMRI
    • Mechelli A., Friston K.J., and Price C.J. The effects of presentation rate during word and pseudoword read: a comparison of PET and fMRI. Cogn. Neurosci. 12 (2000) 145-156
    • (2000) Cogn. Neurosci. , vol.12 , pp. 145-156
    • Mechelli, A.1    Friston, K.J.2    Price, C.J.3
  • 39
    • 0036432301 scopus 로고    scopus 로고
    • Effective connectivity and intersubject variability: using a multisubject network to test differences and commonalities
    • Mechelli A., Penny W.D., Price C.J., Gitelman D.R., and Friston K.J. Effective connectivity and intersubject variability: using a multisubject network to test differences and commonalities. NeuroImage 17 (2002) 1459-1469
    • (2002) NeuroImage , vol.17 , pp. 1459-1469
    • Mechelli, A.1    Penny, W.D.2    Price, C.J.3    Gitelman, D.R.4    Friston, K.J.5
  • 40
    • 33746906472 scopus 로고    scopus 로고
    • Murphy, K.P., 2002. Dynamic Bayesian networks: representation, inference and learning. PhD Thesis, UC Berkeley, Computer Science Division, http://www.ai.mit.edu/murphyk/Thesis/thesis.html.
  • 41
    • 33746888847 scopus 로고    scopus 로고
    • Murphy, K.P., 2004. The Bayes net toolbox for Matlab. http://www.ai.mit.edu/murphyk/Software/BNTsage.html.
  • 42
    • 0034890892 scopus 로고    scopus 로고
    • Long-term adaptation to dynamics of reading movement: a PET study
    • Nezafat R., Shadmehr R., and Holcomb H.H. Long-term adaptation to dynamics of reading movement: a PET study. Exp. Brain Res. 140 (2001) 66-76
    • (2001) Exp. Brain Res. , vol.140 , pp. 66-76
    • Nezafat, R.1    Shadmehr, R.2    Holcomb, H.H.3
  • 43
    • 0029877071 scopus 로고    scopus 로고
    • Network analysis of positron emission tomography regional cerebral blood flow data: ensemble inhibition during episodic memory retrieval
    • Nyberg L., McIntosh A.R., Cabeza C., Nilsson L., Houle S., Habib R., and Tulving E. Network analysis of positron emission tomography regional cerebral blood flow data: ensemble inhibition during episodic memory retrieval. J. Neurosci. 16 11 (1996) 3753-3759
    • (1996) J. Neurosci. , vol.16 , Issue.11 , pp. 3753-3759
    • Nyberg, L.1    McIntosh, A.R.2    Cabeza, C.3    Nilsson, L.4    Houle, S.5    Habib, R.6    Tulving, E.7
  • 44
    • 7044235213 scopus 로고    scopus 로고
    • Modelling functional integration: a comparison of structural equation and dynamic causal models
    • Penny W.D., Stephan K.E., Mechelli A., and Friston K.J. Modelling functional integration: a comparison of structural equation and dynamic causal models. NeuroImage 23 (2004) s264-s274
    • (2004) NeuroImage , vol.23
    • Penny, W.D.1    Stephan, K.E.2    Mechelli, A.3    Friston, K.J.4
  • 46
    • 0034086764 scopus 로고    scopus 로고
    • Language processing modulated by literacy: a network analysis of verbal repetition in literate and illiterate subjects
    • Petersson K.L., Reis A., Askelof S., Castro-Caldas A., and Ingvar M. Language processing modulated by literacy: a network analysis of verbal repetition in literate and illiterate subjects. Congnitive Neuroscience 12 3 (2000) 364-382
    • (2000) Congnitive Neuroscience , vol.12 , Issue.3 , pp. 364-382
    • Petersson, K.L.1    Reis, A.2    Askelof, S.3    Castro-Caldas, A.4    Ingvar, M.5
  • 47
    • 0033653583 scopus 로고    scopus 로고
    • The anatomy of language: contributions from functional neuroimaging
    • Price C.J. The anatomy of language: contributions from functional neuroimaging. J. Anat. 179 (2000) 335-359
    • (2000) J. Anat. , vol.179 , pp. 335-359
    • Price, C.J.1
  • 50
    • 0037082989 scopus 로고    scopus 로고
    • fMRI study of cognitive interference processing in females with fragile X syndrome
    • Tamm L., Menon V., Johnston C.K., Hessl D.R., and Reiss A.L. fMRI study of cognitive interference processing in females with fragile X syndrome. J. Cogn. Neurosci. 14 2 (2002) 160-171
    • (2002) J. Cogn. Neurosci. , vol.14 , Issue.2 , pp. 160-171
    • Tamm, L.1    Menon, V.2    Johnston, C.K.3    Hessl, D.R.4    Reiss, A.L.5
  • 52
    • 0038640158 scopus 로고    scopus 로고
    • PET activation studies comparing two speech tasks widely used in surgical mapping
    • Vanlancker-Sidtis D., McIntosh A.R., and Grafton S. 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
  • 54
    • 0029096148 scopus 로고
    • Analysis of fMRI time-series revisited-again
    • Worsley K.J., and Friston K.J. Analysis of fMRI time-series revisited-again. NeuroImage 2 (1995) 173-181
    • (1995) NeuroImage , vol.2 , pp. 173-181
    • Worsley, K.J.1    Friston, K.J.2
  • 55
    • 0029931242 scopus 로고    scopus 로고
    • A united statistical approach for determining significant signals in images of cerebral activation
    • Worsley K.J., Marrett S., Neelin P., Vandal A.C., Friston K.J., and Evans A.C. A united statistical approach for determining significant signals in images of cerebral activation. Hum. Brain Mapp. 4 (1996) 58-73
    • (1996) Hum. Brain Mapp. , vol.4 , pp. 58-73
    • Worsley, K.J.1    Marrett, S.2    Neelin, P.3    Vandal, A.C.4    Friston, K.J.5    Evans, A.C.6
  • 56
  • 57
    • 1542720537 scopus 로고    scopus 로고
    • How self-initiated memorized movements become automatic: a functional MRI study
    • Wu T., Kansaku K., and Hallett M. How self-initiated memorized movements become automatic: a functional MRI study. Neurophysiology 91 (2004) 1690-1698
    • (2004) Neurophysiology , vol.91 , pp. 1690-1698
    • Wu, T.1    Kansaku, K.2    Hallett, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.