메뉴 건너뛰기




Volumn 66, Issue , 2013, Pages 543-552

Bayesian inference of structural brain networks

Author keywords

Hierarchical Bayesian model; Probabilistic tractography; Structural connectivity

Indexed keywords

ARTICLE; BAYESIAN LEARNING; BRAIN REGION; DIFFUSION WEIGHTED IMAGING; ECHO PLANAR IMAGING; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GRAY MATTER; HUMAN; HUMAN EXPERIMENT; NEUROSCIENCE; NORMAL HUMAN; ORIENTATION; PRIORITY JOURNAL; TRACTOGRAPHY; WHITE MATTER; ADULT; ANATOMY AND HISTOLOGY; BAYES THEOREM; BRAIN; BRAIN MAPPING; FEMALE; IMAGE PROCESSING; MALE; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PROCEDURES;

EID: 84870336807     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2012.09.068     Document Type: Article
Times cited : (24)

References (54)
  • 3
  • 4
    • 84863224278 scopus 로고    scopus 로고
    • Modeling the outcome of structural disconnection on resting-state functional connectivity
    • Cabral J., Hugues E., Kringelbach M.L., Deco G. Modeling the outcome of structural disconnection on resting-state functional connectivity. Neuroimage 2012, 62:1342-1353.
    • (2012) Neuroimage , vol.62 , pp. 1342-1353
    • Cabral, J.1    Hugues, E.2    Kringelbach, M.L.3    Deco, G.4
  • 5
    • 33947126084 scopus 로고    scopus 로고
    • From hodology to function
    • Catani M. From hodology to function. Brain 2007, 130:602-605.
    • (2007) Brain , vol.130 , pp. 602-605
    • Catani, M.1
  • 6
    • 78651482915 scopus 로고    scopus 로고
    • Principles and limitations of computational algorithms in clinical diffusion tensor MR tractography
    • Chung H.W., Chou M.C., Chen C.Y. Principles and limitations of computational algorithms in clinical diffusion tensor MR tractography. Am. J. Neuroradiol. 2010, 32:3-13.
    • (2010) Am. J. Neuroradiol. , vol.32 , pp. 3-13
    • Chung, H.W.1    Chou, M.C.2    Chen, C.Y.3
  • 10
    • 47249127654 scopus 로고    scopus 로고
    • Covariance selection for non-chordal graphs via chordal embedding
    • Dahl J., Vandenberghe L., Roychowdhury V. Covariance selection for non-chordal graphs via chordal embedding. Optim. Method. Softw. 2008, 23:501-520.
    • (2008) Optim. Method. Softw. , vol.23 , pp. 501-520
    • Dahl, J.1    Vandenberghe, L.2    Roychowdhury, V.3
  • 11
    • 70349787004 scopus 로고    scopus 로고
    • Greater than the sum of its parts: a review of studies combining structural connectivity and resting-state functional connectivity
    • Damoiseaux J.S., Greicius M.D. Greater than the sum of its parts: a review of studies combining structural connectivity and resting-state functional connectivity. Brain Struct. Funct. 2009, 213:525-533.
    • (2009) Brain Struct. Funct. , vol.213 , pp. 525-533
    • Damoiseaux, J.S.1    Greicius, M.D.2
  • 13
    • 0001038826 scopus 로고
    • Covariance selection
    • Dempster A.P. Covariance selection. Biometrics 1972, 28:157-175.
    • (1972) Biometrics , vol.28 , pp. 157-175
    • Dempster, A.P.1
  • 15
    • 45849134070 scopus 로고    scopus 로고
    • Sparse inverse covariance estimation with the graphical lasso
    • Friedman J., Hastie T., Tibshirani R. Sparse inverse covariance estimation with the graphical lasso. Biostatistics 2008, 9:432-441.
    • (2008) Biostatistics , vol.9 , pp. 432-441
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 16
    • 33746862970 scopus 로고    scopus 로고
    • A Bayesian approach for stochastic white matter tractography
    • Friman O., Farnebäck G., Westin C.F. A Bayesian approach for stochastic white matter tractography. IEEE Trans. Med. Imaging 2006, 25:965-978.
    • (2006) IEEE Trans. Med. Imaging , vol.25 , pp. 965-978
    • Friman, O.1    Farnebäck, G.2    Westin, C.F.3
  • 18
    • 57749172272 scopus 로고    scopus 로고
    • Resting-state functional connectivity reflects structural connectivity in the default mode network
    • Greicius M.D., Supekar K., Menon V., Dougherty R.F. Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb. Cortex 2009, 19:72-78.
    • (2009) Cereb. Cortex , vol.19 , pp. 72-78
    • Greicius, M.D.1    Supekar, K.2    Menon, V.3    Dougherty, R.F.4
  • 19
    • 78650217865 scopus 로고    scopus 로고
    • Linked independent component analysis for multimodal data fusion
    • Groves A.R., Beckmann C.F., Smith S.M., Woolrich M.W. Linked independent component analysis for multimodal data fusion. Neuroimage 2011, 54:2198-2217.
    • (2011) Neuroimage , vol.54 , pp. 2198-2217
    • Groves, A.R.1    Beckmann, C.F.2    Smith, S.M.3    Woolrich, M.W.4
  • 23
    • 77954386968 scopus 로고    scopus 로고
    • Can structure predict function in the human brain?
    • Honey C.J., Thivierge J.-P., Sporns O. Can structure predict function in the human brain?. Neuroimage 2010, 52:766-776.
    • (2010) Neuroimage , vol.52 , pp. 766-776
    • Honey, C.J.1    Thivierge, J.-P.2    Sporns, O.3
  • 24
    • 0036724474 scopus 로고    scopus 로고
    • How can EEG/MEG and fMRI/PET data be combined?
    • Horwitz B., Poeppel D. How can EEG/MEG and fMRI/PET data be combined?. Hum. Brain Mapp. 2002, 17:1-3.
    • (2002) Hum. Brain Mapp. , vol.17 , pp. 1-3
    • Horwitz, B.1    Poeppel, D.2
  • 25
    • 77249118678 scopus 로고    scopus 로고
    • Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation
    • Huang S., Li J., Sun L., Ye J., Fleisher A., Wu T., Chen K., Reiman E. Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation. Neuroimage 2010, 50:935-949.
    • (2010) Neuroimage , vol.50 , pp. 935-949
    • Huang, S.1    Li, J.2    Sun, L.3    Ye, J.4    Fleisher, A.5    Wu, T.6    Chen, K.7    Reiman, E.8
  • 27
    • 34548861234 scopus 로고    scopus 로고
    • Parametric spherical deconvolution: inferring anatomical connectivity using diffusion MR imaging
    • Kaden E., Knösche T.R., Anwander A. Parametric spherical deconvolution: inferring anatomical connectivity using diffusion MR imaging. Neuroimage 2007, 37:474-488.
    • (2007) Neuroimage , vol.37 , pp. 474-488
    • Kaden, E.1    Knösche, T.R.2    Anwander, A.3
  • 28
    • 0036335198 scopus 로고    scopus 로고
    • An investigation of functional and anatomical connectivity using magnetic resonance imaging
    • Koch M., Norris D.G., Hund-Georgiadis M. An investigation of functional and anatomical connectivity using magnetic resonance imaging. Neuroimage 2002, 16:241-250.
    • (2002) Neuroimage , vol.16 , pp. 241-250
    • Koch, M.1    Norris, D.G.2    Hund-Georgiadis, M.3
  • 32
    • 0141596527 scopus 로고    scopus 로고
    • Estimating a Dirichlet Distribution
    • MIT
    • Minka T.P. Estimating a Dirichlet Distribution. Technical Report 2000, MIT.
    • (2000) Technical Report
    • Minka, T.P.1
  • 34
    • 48649105263 scopus 로고    scopus 로고
    • Comparison of the small-world topology between anatomical and functional connectivity in the human brain
    • Park C., Kim S., Kim Y., Kim K. Comparison of the small-world topology between anatomical and functional connectivity in the human brain. Physica A 2008, 387:5958-5962.
    • (2008) Physica A , vol.387 , pp. 5958-5962
    • Park, C.1    Kim, S.2    Kim, Y.3    Kim, K.4
  • 35
    • 38049027134 scopus 로고    scopus 로고
    • Academic Press Inc. W.D. Penny, K.J. Friston, J.T. Ashburner, S.J. Kiebel, T.E. Nichols (Eds.)
    • Statistical Parametric Mapping: The Analysis of Functional Brain Images 2006, Academic Press Inc. 1st edition. W.D. Penny, K.J. Friston, J.T. Ashburner, S.J. Kiebel, T.E. Nichols (Eds.).
    • (2006) Statistical Parametric Mapping: The Analysis of Functional Brain Images
  • 36
    • 33744964361 scopus 로고    scopus 로고
    • BOLD contrast sensitivity enhancement and artifact reduction with multiecho EPI: parallel-acquired inhomogeneity-desensitized fMRI
    • Poser B.A., Versluis M.J., Hoogduin J.M., Norris D.G. BOLD contrast sensitivity enhancement and artifact reduction with multiecho EPI: parallel-acquired inhomogeneity-desensitized fMRI. Magn. Res. Med. 2006, 55:1227-1235.
    • (2006) Magn. Res. Med. , vol.55 , pp. 1227-1235
    • Poser, B.A.1    Versluis, M.J.2    Hoogduin, J.M.3    Norris, D.G.4
  • 38
    • 77249100186 scopus 로고    scopus 로고
    • Identifying population differences in whole-brain structural networks: a machine learning approach
    • Robinson E.C., Hammers A., Ericsson A., Edwards A.D., Rueckert D. Identifying population differences in whole-brain structural networks: a machine learning approach. Neuroimage 2010, 50:910-919.
    • (2010) Neuroimage , vol.50 , pp. 910-919
    • Robinson, E.C.1    Hammers, A.2    Ericsson, A.3    Edwards, A.D.4    Rueckert, D.5
  • 39
    • 84855282767 scopus 로고    scopus 로고
    • Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty
    • Ryali S., Chen T., Supekar K., Menon V. Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty. Neuroimage 2011, 59:3852-3861.
    • (2011) Neuroimage , vol.59 , pp. 3852-3861
    • Ryali, S.1    Chen, T.2    Supekar, K.3    Menon, V.4
  • 40
    • 38849096489 scopus 로고    scopus 로고
    • Combining structural and functional neuroimaging data for studying brain connectivity: a review
    • Rykhlevskaia E., Gratton G., Fabiani M. Combining structural and functional neuroimaging data for studying brain connectivity: a review. Psychophysiology 2008, 45:173-187.
    • (2008) Psychophysiology , vol.45 , pp. 173-187
    • Rykhlevskaia, E.1    Gratton, G.2    Fabiani, M.3
  • 41
    • 70049118528 scopus 로고    scopus 로고
    • Fast optimization methods for L1 regularization: a comparative study and two new approaches
    • Schmidt M., Fung G., Rosales R. Fast optimization methods for L1 regularization: a comparative study and two new approaches. Mach. Learn. ECML 2007, 2007:286-297.
    • (2007) Mach. Learn. ECML , vol.2007 , pp. 286-297
    • Schmidt, M.1    Fung, G.2    Rosales, R.3
  • 42
    • 80053519272 scopus 로고    scopus 로고
    • Diffusion tensor tractography reveals disrupted topological efficiency in white matter structural networks in multiple sclerosis
    • Shu N., Liu Y., Li K., Duan Y., Wang J., Yu C., Dong H., Ye J., He Y. Diffusion tensor tractography reveals disrupted topological efficiency in white matter structural networks in multiple sclerosis. Cereb. Cortex 2011, 21.
    • (2011) Cereb. Cortex , vol.21
    • Shu, N.1    Liu, Y.2    Li, K.3    Duan, Y.4    Wang, J.5    Yu, C.6    Dong, H.7    Ye, J.8    He, Y.9
  • 43
    • 79957476684 scopus 로고    scopus 로고
    • Exponential Random Graph Modeling for complex brain networks
    • Simpson S.L., Hayasaka S., Laurienti P.J. Exponential Random Graph Modeling for complex brain networks. PLoS One 2011, 6:e20039.
    • (2011) PLoS One , vol.6
    • Simpson, S.L.1    Hayasaka, S.2    Laurienti, P.J.3
  • 44
    • 54149112120 scopus 로고    scopus 로고
    • Measuring brain connectivity: diffusion tensor imaging validates resting state temporal correlations
    • Skudlarski P., Jagannathan K., Calhoun V., Hampson M., Skudlarska B.A., Pearlson G. Measuring brain connectivity: diffusion tensor imaging validates resting state temporal correlations. Neuroimage 2008, 43:554-561.
    • (2008) Neuroimage , vol.43 , pp. 554-561
    • Skudlarski, P.1    Jagannathan, K.2    Calhoun, V.3    Hampson, M.4    Skudlarska, B.A.5    Pearlson, G.6
  • 45
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17:143-155.
    • (2002) Hum. Brain Mapp. , vol.17 , pp. 143-155
    • Smith, S.M.1
  • 47
    • 79959724142 scopus 로고    scopus 로고
    • Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model
    • Sui J., Pearlson G., Caprihan A., Adali T., Kiehl K.A., Liu J., Yamamoto J., Calhoun V.D. Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. Neuroimage 2011, 57:839-855.
    • (2011) Neuroimage , vol.57 , pp. 839-855
    • Sui, J.1    Pearlson, G.2    Caprihan, A.3    Adali, T.4    Kiehl, K.A.5    Liu, J.6    Yamamoto, J.7    Calhoun, V.D.8
  • 48
    • 0036322886 scopus 로고    scopus 로고
    • Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
    • Tzourio-Mazoyer N., Landeau B., Papathanassiou D., Crivello F., Etard O., Delcroix N., Mazoyer B., Joliot M. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 2002, 15:273-289.
    • (2002) Neuroimage , vol.15 , pp. 273-289
    • Tzourio-Mazoyer, N.1    Landeau, B.2    Papathanassiou, D.3    Crivello, F.4    Etard, O.5    Delcroix, N.6    Mazoyer, B.7    Joliot, M.8
  • 49
    • 77952423190 scopus 로고    scopus 로고
    • The effect and reproducibility of different clinical DTI gradient sets on small world brain connectivity measures
    • Vaessen M.J., Hofman P.A.M., Tijssen H.N., Aldenkamp A.P., Jansen J.F.A., Backes W.H. The effect and reproducibility of different clinical DTI gradient sets on small world brain connectivity measures. Neuroimage 2010, 51:1106-1116.
    • (2010) Neuroimage , vol.51 , pp. 1106-1116
    • Vaessen, M.J.1    Hofman, P.A.M.2    Tijssen, H.N.3    Aldenkamp, A.P.4    Jansen, J.F.A.5    Backes, W.H.6
  • 52
    • 76049117425 scopus 로고    scopus 로고
    • Improving probabilistic information retrieval by modeling burstiness of words
    • Xu Z., Akella R. Improving probabilistic information retrieval by modeling burstiness of words. Inf. Process. Manag. 2010, 46:143-158.
    • (2010) Inf. Process. Manag. , vol.46 , pp. 143-158
    • Xu, Z.1    Akella, R.2
  • 54
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm
    • Zhang Y., Brady M., Smith S. Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm. IEEE Trans. Med. Imaging 2001, 20:45-57.
    • (2001) IEEE Trans. Med. Imaging , vol.20 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.