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Volumn , Issue , 2012, Pages 335-342

Graph based MRI brain scan classification and correlation discovery

Author keywords

Graph Mining; MRI; Subgraph Discovery; SVM

Indexed keywords

ALZHEIMER'S DISEASE; AUTOMATIC CLASSIFICATION; BRAIN SCAN; COGNITIVE IMPAIRMENT; FACIAL STRUCTURE; GRAPH MINING; GRAPH REPRESENTATION; GRAPH-BASED; HUMAN BRAIN; LIFE EVENTS; MAGNETIC RESONANCE IMAGES; SUBGRAPHS; SVM; VENTRICULAR SYSTEMS;

EID: 84864054125     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIBCB.2012.6217249     Document Type: Conference Paper
Times cited : (3)

References (25)
  • 1
    • 0242600662 scopus 로고    scopus 로고
    • Navigation expertise and the human hippocampus: A structural brain imaging analysis
    • E. Maguire, H. Spiers, C. Good, T. Hartley, R. Frackowiak, and N. Burgess, "Navigation expertise and the human hippocampus: a structural brain imaging analysis," Hippocampus, vol. 13, no. 2, pp. 250-259, 2003.
    • (2003) Hippocampus , vol.13 , Issue.2 , pp. 250-259
    • Maguire, E.1    Spiers, H.2    Good, C.3    Hartley, T.4    Frackowiak, R.5    Burgess, N.6
  • 3
    • 0036310226 scopus 로고    scopus 로고
    • Adolescents who were born very preterm have decreased brain volumes
    • C. Nosarti, M. Al-Asady, S. Frangou, A. Stewart, L. Rifkin, and R. Murray, "Adolescents who were born very preterm have decreased brain volumes," Brain, vol. 125, no. 7, pp. 1616-1623, 2002.
    • (2002) Brain , vol.125 , Issue.7 , pp. 1616-1623
    • Nosarti, C.1    Al-Asady, M.2    Frangou, S.3    Stewart, A.4    Rifkin, L.5    Murray, R.6
  • 5
    • 50849121987 scopus 로고    scopus 로고
    • Ventricular enlargement as a possible measure of alzheimer's disease progression validated using the alzheimer's disease neuroimaging initiative database
    • S. Nestor, R. Rupsingh, M. Borrie, M. Smith, V. Accomazzi, J. Wells, J. Fogarty, and R. Bartha, "Ventricular enlargement as a possible measure of alzheimer's disease progression validated using the alzheimer's disease neuroimaging initiative database," Brain, vol. 131, no. 9, p. 2443, 2008.
    • (2008) Brain , vol.131 , Issue.9 , pp. 2443
    • Nestor, S.1    Rupsingh, R.2    Borrie, M.3    Smith, M.4    Accomazzi, V.5    Wells, J.6    Fogarty, J.7    Bartha, R.8
  • 6
    • 34548409688 scopus 로고    scopus 로고
    • Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI data in young, middle aged, nondemented, and demented older adults
    • D. Marcus, T. Wang, J. Parker, J. Csernansky, J. Morris, and R. Buckner, "Open Access Series of Imaging Studies (OASIS): cross-sectional MRI data in young, middle aged, nondemented, and demented older adults," Journal of Cognitive Neuroscience, vol. 19, no. 9, pp. 1498-1507, 2007.
    • (2007) Journal of Cognitive Neuroscience , vol.19 , Issue.9 , pp. 1498-1507
    • Marcus, D.1    Wang, T.2    Parker, J.3    Csernansky, J.4    Morris, J.5    Buckner, R.6
  • 7
    • 0033899045 scopus 로고    scopus 로고
    • Graph-based data mining
    • D. J. Cook and L. B. Holder, "Graph-based data mining," IEEE Intelligent Systems, vol. 15, no. 2, pp. 32-41, 2000.
    • (2000) IEEE Intelligent Systems , vol.15 , Issue.2 , pp. 32-41
    • Cook, D.J.1    Holder, L.B.2
  • 9
    • 79551608330 scopus 로고    scopus 로고
    • Automatic classification of patients with alzheimer's disease from structural mri: A comparison of ten methods using the adni database
    • R. Cuingnet, E. Gerardin, J. Tessieras, G. Auzias, S. Lehéricy, and M. Habert, "Automatic classification of patients with alzheimer's disease from structural mri: A comparison of ten methods using the adni database," Neuroimage, 2010.
    • (2010) Neuroimage
    • Cuingnet, R.1    Gerardin, E.2    Tessieras, J.3    Auzias, G.4    Lehéricy, S.5    Habert, M.6
  • 11
    • 34247528547 scopus 로고    scopus 로고
    • Analysis of functional magnetic resonance imaging in Python
    • K. Millman and M. Brett, "Analysis of functional magnetic resonance imaging in Python," Computing in Science & Engineering, pp. 52-55, 2007.
    • (2007) Computing in Science & Engineering , pp. 52-55
    • Millman, K.1    Brett, M.2
  • 14
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • LAWRENCE ERLBAUM ASSOCIATES LTD
    • R. Kohavi, "A study of cross-validation and bootstrap for accuracy estimation and model selection," in International joint Conference on artificial intelligence, vol. 14. LAWRENCE ERLBAUM ASSOCIATES LTD, 1995, pp. 1137-1145.
    • (1995) International Joint Conference on Artificial Intelligence , vol.14 , pp. 1137-1145
    • Kohavi, R.1
  • 15
    • 33751395485 scopus 로고    scopus 로고
    • Education and cognitive decline in older americans
    • D. Alley, K. Suthers, and E. Crimmins, "Education and cognitive decline in older americans," Research on aging, vol. 29, no. 1, p. 73, 2007.
    • (2007) Research on Aging , vol.29 , Issue.1 , pp. 73
    • Alley, D.1    Suthers, K.2    Crimmins, E.3
  • 16
    • 5344275243 scopus 로고    scopus 로고
    • Education and the course of cognitive decline in alzheimer disease
    • R. Wilson, Y. Li, N. Aggarwal, L. Barnes, J. McCann, D. Gilley, and D. Evans, "Education and the course of cognitive decline in alzheimer disease," Neurology, vol. 63, no. 7, p. 1198, 2004.
    • (2004) Neurology , vol.63 , Issue.7 , pp. 1198
    • Wilson, R.1    Li, Y.2    Aggarwal, N.3    Barnes, L.4    McCann, J.5    Gilley, D.6    Evans, D.7
  • 17
    • 0033551472 scopus 로고    scopus 로고
    • Relation of education to brain size in normal aging
    • C. Coffey, J. Saxton, G. Ratcliff, R. Bryan, and J. Lucke, "Relation of education to brain size in normal aging," Neurology, vol. 53, no. 1, pp. 189-189, 1999.
    • (1999) Neurology , vol.53 , Issue.1 , pp. 189-189
    • Coffey, C.1    Saxton, J.2    Ratcliff, G.3    Bryan, R.4    Lucke, J.5
  • 21
    • 0033562871 scopus 로고    scopus 로고
    • Sex differences in brain gray and white matter in healthy young adults: Correlations with cognitive performance
    • R. Gur, B. Turetsky, M. Matsui, M. Yan, W. Bilker, P. Hughett, and R. Gur, "Sex differences in brain gray and white matter in healthy young adults: correlations with cognitive performance," The Journal of Neuroscience, vol. 19, no. 10, pp. 4065-4072, 1999.
    • (1999) The Journal of Neuroscience , vol.19 , Issue.10 , pp. 4065-4072
    • Gur, R.1    Turetsky, B.2    Matsui, M.3    Yan, M.4    Bilker, W.5    Hughett, P.6    Gur, R.7
  • 22
    • 58749109760 scopus 로고    scopus 로고
    • Socioeconomic status and the developing brain
    • D. Hackman and M. Farah, "Socioeconomic status and the developing brain," Trends in Cognitive Sciences, vol. 13, no. 2, pp. 65-73, 2009.
    • (2009) Trends in Cognitive Sciences , vol.13 , Issue.2 , pp. 65-73
    • Hackman, D.1    Farah, M.2
  • 24
    • 60549103853 scopus 로고    scopus 로고
    • Complex brain networks: Graph theoretical analysis of structural and functional systems
    • E. Bullmore and O. Sporns, "Complex brain networks: graph theoretical analysis of structural and functional systems," Nature Reviews Neuroscience, vol. 10, no. 3, pp. 186-198, 2009.
    • (2009) Nature Reviews Neuroscience , vol.10 , Issue.3 , pp. 186-198
    • Bullmore, E.1    Sporns, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.