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Volumn , Issue , 2013, Pages 532-535

Data-driven evaluation of functional connectivity metrics

Author keywords

classification; evaluation; fMRI; functional connectivity metrics

Indexed keywords

CLASSIFICATION PERFORMANCE; CLASSIFICATION TASKS; EVALUATION; FMRI; FUNCTIONAL CONNECTIVITY; FUNCTIONAL CONNECTIVITY PATTERNS; PARTIAL CORRELATION; VIDEO CLASSIFICATION;

EID: 84881652787     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2013.6556529     Document Type: Conference Paper
Times cited : (6)

References (21)
  • 1
    • 77649218601 scopus 로고    scopus 로고
    • Toward discovery science of human brain function
    • B.B. Biswal, M. Mennes, X.N. Zuo, et al., "Toward discovery science of human brain function." Proc Natl Acad Sci U S A, 107(10), pp.4734-4739, 2010.
    • (2010) Proc Natl Acad Sci U S A , vol.107 , Issue.10 , pp. 4734-4739
    • Biswal, B.B.1    Mennes, M.2    Zuo, X.N.3
  • 2
    • 79954516559 scopus 로고    scopus 로고
    • The human connectome: A complex network
    • O. Sporns. "The human connectome: a complex network." Ann N Y Acad Sci, 1224, pp.109-125, 2011.
    • (2011) Ann N y Acad Sci , vol.1224 , pp. 109-125
    • Sporns, O.1
  • 3
    • 78650373804 scopus 로고    scopus 로고
    • Network medicine: A network-based approach to human disease
    • A.L. Barabasi, N. Gulbahce and J. Loscalzo, "Network medicine: a network-based approach to human disease." Nat Rev Genet, 12(1), pp.56-68, 2011.
    • (2011) Nat Rev Genet , vol.12 , Issue.1 , pp. 56-68
    • Barabasi, A.L.1    Gulbahce, N.2    Loscalzo, J.3
  • 4
    • 75149118852 scopus 로고    scopus 로고
    • Disease and the brain's dark energy
    • D. Zhang, and M.E. Raichle, "Disease and the brain's dark energy." Nat Rev Neurol, 6(1), pp.15-28, 2010.
    • (2010) Nat Rev Neurol , vol.6 , Issue.1 , pp. 15-28
    • Zhang, D.1    Raichle, M.E.2
  • 5
    • 77952881705 scopus 로고    scopus 로고
    • Large-scale brain networks in cognition: Emerging methods and principles
    • S.L. Bressler and V. Menon, "Large-scale brain networks in cognition: emerging methods and principles." Trends Cogn Sci, 14(6), pp.277-290, 2010.
    • (2010) Trends Cogn Sci , vol.14 , Issue.6 , pp. 277-290
    • Bressler, S.L.1    Menon, V.2
  • 6
    • 77349095673 scopus 로고    scopus 로고
    • Whole-brain anatomical networks: Does the choice of nodes matter?
    • A. Zalesky, A. Fornito, I.H. Harding,et al., "Whole-brain anatomical networks: Does the choice of nodes matter?" NeuroImage, 50, pp.970-983, 2010.
    • (2010) NeuroImage , vol.50 , pp. 970-983
    • Zalesky, A.1    Fornito, A.2    Harding, I.H.3
  • 7
    • 78149420706 scopus 로고    scopus 로고
    • Network scaling effects in graph analytic studies of human resting-state fMRI data
    • A. Fornito, A. Zalesky and E.T. Bullmore, "Network scaling effects in graph analytic studies of human resting-state fMRI data." Frontiers in Systems Neuroscience, 4, pp.22, 2010.
    • (2010) Frontiers in Systems Neuroscience , vol.4 , pp. 22
    • Fornito, A.1    Zalesky, A.2    Bullmore, E.T.3
  • 8
    • 1242338933 scopus 로고    scopus 로고
    • Evaluation of different measures of functional connectivity using a neural mass model
    • DOI 10.1016/j.neuroimage.2003.10.006
    • O. David, D. Cosmelli and K.J. Friston. "Evaluation of different measures of functional connectivity using a neural mass model."NeuroImage, 21, pp.659-673, 2004. (Pubitemid 38229928)
    • (2004) NeuroImage , vol.21 , Issue.2 , pp. 659-673
    • David, O.1    Cosmelli, D.2    Friston, K.J.3
  • 9
    • 84863263415 scopus 로고    scopus 로고
    • Effects of different correlation metrics and preprocessing factors on small-world brain functional networks: A resting-state functional MRI study
    • X. Liang, J. Wang, C. Yan, et al., "Effects of Different Correlation Metrics and Preprocessing Factors on Small-World Brain Functional Networks: A Resting-State Functional MRI Study." PLoS ONE, 7(3), pp.e32766, 2012.
    • (2012) PLoS ONE , vol.7 , Issue.3
    • Liang, X.1    Wang, J.2    Yan, C.3
  • 10
    • 84858138977 scopus 로고    scopus 로고
    • On the use of correlation as a measure of network connectivity
    • A. Zalesky, A. Fornito and E. Bullmore. "On the use of correlation as a measure of network connectivity."NeuroImage, 60, pp.2096-2106, 2012.
    • (2012) NeuroImage , vol.60 , pp. 2096-2106
    • Zalesky, A.1    Fornito, A.2    Bullmore, E.3
  • 11
    • 75249093217 scopus 로고    scopus 로고
    • Time-frequency dynamics of resting-state brain connectivity measured with fMRI
    • C. Chang, G.H. Glover. "Time-frequency dynamics of resting-state brain connectivity measured with fMRI." Neuroimage, 50, pp.81-98, 2010.
    • (2010) Neuroimage , vol.50 , pp. 81-98
    • Chang, C.1    Glover, G.H.2
  • 12
    • 84872967597 scopus 로고    scopus 로고
    • Optimization of fMRI-derived ROIs based on Coherent functional interaction patterns
    • F. Deng, et al., "Optimization of fMRI-derived ROIs based on Coherent Functional Interaction Patterns." MICCAI 2012.
    • (2012) MICCAI
    • Deng, F.1
  • 13
    • 0035043372 scopus 로고    scopus 로고
    • Mutual information analysis of the EEG in patients with Alzheimer's disease
    • DOI 10.1016/S1388-2457(01)00513-2, PII S1388245701005132
    • J. Jeonga, J.C. Goreb, B.S. Peterson, "Mutual information analysis of the EEG in patients with Alzheimer's disease." Clinical Neurophysiology, 112, pp.827-835, 2001. (Pubitemid 32406258)
    • (2001) Clinical Neurophysiology , vol.112 , Issue.5 , pp. 827-835
    • Jeong, J.1    Gore, J.C.2    Peterson, B.S.3
  • 14
    • 84859016333 scopus 로고    scopus 로고
    • Bridging the semantic gap via functional brain imaging
    • X. Hu, K. Li, J. Han, et al., "Bridging the semantic gap via functional brain imaging," IEEE Transactions on Multimedia, 14(2), pp.314-325, 2012.
    • (2012) IEEE Transactions on Multimedia , vol.14 , Issue.2 , pp. 314-325
    • Hu, X.1    Li, K.2    Han, J.3
  • 15
    • 84881655378 scopus 로고    scopus 로고
    • "http://www.pstnet.com/eprime.cfm."
  • 16
    • 84875150953 scopus 로고    scopus 로고
    • DICCCOL: Dense individualized and common connectivity-based cortical landmarks
    • In press
    • D. Zhu, K. Li, L. Guo, et al., "DICCCOL: Dense Individualized and Common Connectivity-Based Cortical Landmarks," Cerebral Cortex, In press, 2012.
    • (2012) Cerebral Cortex
    • Zhu, D.1    Li, K.2    Guo, L.3
  • 17
    • 0345686656 scopus 로고    scopus 로고
    • Analysis tool for diffusion tensor MRI
    • Berlin
    • P. Fillard and G. Gerig. "Analysis tool for diffusion tensor MRI."MICCAI 2003, Pt 2, Berlin, 2003.
    • (2003) MICCAI 2003 , Issue.PART 2
    • Fillard, P.1    Gerig, G.2
  • 18
    • 84883812978 scopus 로고    scopus 로고
    • Connectomics signatures of prenatal cocaine exposure affected Adolescent brains
    • In press
    • K. Li, D. Zhu, L. Guo, et al., "Connectomics Signatures of Prenatal Cocaine Exposure Affected Adolescent Brains," Human Brain Mapping, In press, 2012.
    • (2012) Human Brain Mapping
    • Li, K.1    Zhu, D.2    Guo, L.3
  • 19
    • 27844521293 scopus 로고    scopus 로고
    • A shrinkage approach large-scale covariance matrix estimation and implications for functional genomics
    • J. Schäfer, et al., "A shrinkage approach large-scale covariance matrix estimation and implications for functional genomics." Statist. Appl. Genet. Mol. Biol., 4:32, 2005.
    • (2005) Statist. Appl. Genet. Mol. Biol , vol.4 , pp. 32
    • Schäfer, J.1
  • 21
    • 4043059226 scopus 로고    scopus 로고
    • Feature selection for machine learning: Comparing a correlation-based filter approach to the wrapper
    • M.A. Hall and L.A. Smith. "Feature Selection for Machine Learning: Comparing a Correlation-Based Filter Approach to the Wrapper." The Twelfth National conference on Artificial Intelligence, pp.235-239, 1999.
    • (1999) The Twelfth National Conference on Artificial Intelligence , pp. 235-239
    • Hall, M.A.1    Smith, L.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.