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Volumn , Issue , 2011, Pages 940-946

Classification of functional magnetic resonance imaging data using informative pattern features

Author keywords

Classification; Clustering; Feature synthesis; Functional MRI; Neuroscience

Indexed keywords

BRAIN MAPPING; CHEMICAL ACTIVATION; CLASSIFICATION (OF INFORMATION); LOCATION;

EID: 80052666239     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2020408.2020563     Document Type: Conference Paper
Times cited : (7)

References (17)
  • 1
    • 55149117963 scopus 로고    scopus 로고
    • Prediction and interpretation of distributed neural activity with sparse models
    • Jan.
    • M. K. Carroll, G. a. Cecchi, I. Rish, R. Garg, and a. R. Rao. Prediction and interpretation of distributed neural activity with sparse models. NeuroImage, 44(1):112-22, Jan. 2009.
    • (2009) NeuroImage , vol.44 , Issue.1 , pp. 112-122
    • Carroll, M.K.1    Cecchi, G.A.2    Rish, I.3    Garg, R.4    Rao, A.R.5
  • 4
    • 4344638967 scopus 로고    scopus 로고
    • Combinatorial codes in ventral temporal lobe for object recognition: Haxby (2001) revisited: Is there a "face" area?
    • DOI 10.1016/j.neuroimage.2004.05.020, PII S105381190400299X
    • S. J. Hanson, T. Matsuka, and J. V. Haxby. Combinatorial codes in ventral temporal lobe for object recognition: Haxby (2001) revisited: is there a "face" area? NeuroImage, 23(1):156-66, 2004. (Pubitemid 39119445)
    • (2004) NeuroImage , vol.23 , Issue.1 , pp. 156-166
    • Hanson, S.J.1    Matsuka, T.2    Haxby, J.V.3
  • 6
    • 0035964792 scopus 로고    scopus 로고
    • Distributed and overlapping representations of faces and objects in ventral temporal cortex
    • J. Haxby, M. Gobbini, M. Furey, A. Ishai, J. Schouten, and P. Pietrini. Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science, 293(5539):2425, 2001.
    • (2001) Science , vol.293 , Issue.5539 , pp. 2425
    • Haxby, J.1    Gobbini, M.2    Furey, M.3    Ishai, A.4    Schouten, J.5    Pietrini, P.6
  • 7
    • 33745587777 scopus 로고    scopus 로고
    • Decoding mental states from brain activity in humans
    • DOI 10.1038/nrn1931, PII N1931
    • J. Haynes and G. Rees. Decoding mental states from brain activity in humans. Nature Reviews Neuroscience, 7(7):523-34, 2006. (Pubitemid 43989773)
    • (2006) Nature Reviews Neuroscience , vol.7 , Issue.7 , pp. 523-534
    • Haynes, J.-D.1    Rees, G.2
  • 8
    • 77649256873 scopus 로고    scopus 로고
    • A neurosemantic theory of concrete noun representation based on the underlying brain codes
    • M. A. Just, V. L. Cherkassky, S. Aryal, and T. M. Mitchell. A neurosemantic theory of concrete noun representation based on the underlying brain codes. PloS one, 5(1):e8622, 2010.
    • (2010) PloS One , vol.5 , Issue.1
    • Just, M.A.1    Cherkassky, V.L.2    Aryal, S.3    Mitchell, T.M.4
  • 9
    • 41149148634 scopus 로고    scopus 로고
    • Identifying natural images from human brain activity
    • DOI 10.1038/nature06713, PII NATURE06713
    • K. N. Kay, T. Naselaris, R. J. Prenger, and J. L. Gallant. Identifying natural images from human brain activity. Nature, 452(7185):352-5, 2008. (Pubitemid 351430789)
    • (2008) Nature , vol.452 , Issue.7185 , pp. 352-355
    • Kay, K.N.1    Naselaris, T.2    Prenger, R.J.3    Gallant, J.L.4
  • 12
    • 45749091592 scopus 로고    scopus 로고
    • Predicting human brain activity associated with the meanings of nouns
    • DOI 10.1126/science.1152876
    • T. M. Mitchell, S. V. Shinkareva, A. Carlson, K. Chang, V. L. Malave, R. A. Mason, and M. A. Just. Predicting human brain activity associated with the meanings of nouns. Science (New York, N.Y.), 320(5880):1191-5, 2008. (Pubitemid 351929502)
    • (2008) Science , vol.320 , Issue.5880 , pp. 1191-1195
    • Mitchell, T.M.1    Shinkareva, S.V.2    Carlson, A.3    Chang, K.-M.4    Malave, V.L.5    Mason, R.A.6    Just, M.A.7
  • 13
    • 33748178966 scopus 로고    scopus 로고
    • Beyond mind-reading: multi-voxel pattern analysis of fMRI data
    • DOI 10.1016/j.tics.2006.07.005, PII S1364661306001847
    • K. A. Norman, S. M. Polyn, G. J. Detre, and J. V. Haxby. Beyond mind-reading: multi-voxel pattern analysis of fMRI data. Trends in cognitive sciences, 10(9):424-30, 2006. (Pubitemid 44308461)
    • (2006) Trends in Cognitive Sciences , vol.10 , Issue.9 , pp. 424-430
    • Norman, K.A.1    Polyn, S.M.2    Detre, G.J.3    Haxby, J.V.4
  • 14
    • 80052683810 scopus 로고    scopus 로고
    • Information mapping with pattern classifiers: A comparative study
    • to appear
    • F. Pereira and M. Botvinick. Information mapping with pattern classifiers: a comparative study. NeuroImage (to appear), 2010.
    • (2010) NeuroImage
    • Pereira, F.1    Botvinick, M.2
  • 15
    • 65549168742 scopus 로고    scopus 로고
    • Machine learning classifiers and fMRI: A tutorial overview
    • Mar.
    • F. Pereira, T. M. Mitchell, and M. Botvinick. Machine learning classifiers and fMRI: a tutorial overview. NeuroImage, 45(1 Suppl):S199-209, Mar. 2009.
    • (2009) NeuroImage , vol.45 , Issue.1 SUPPL.
    • Pereira, F.1    Mitchell, T.M.2    Botvinick, M.3
  • 16
    • 27844521293 scopus 로고    scopus 로고
    • A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics
    • Article32, Jan.
    • J. Schäfer and K. Strimmer. A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics. Statistical applications in genetics and molecular biology, 4:Article32, Jan. 2005.
    • (2005) Statistical Applications in Genetics and Molecular Biology , vol.4
    • Schäfer, J.1    Strimmer, K.2
  • 17
    • 0036322886 scopus 로고    scopus 로고
    • Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
    • DOI 10.1006/nimg.2001.0978
    • N. Tzourio-Mazoyer, B. Landeau, D. Papathanassiou, F. Crivello, O. Etard, N. Delcroix, B. Mazoyer, and M. Joliot. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. NeuroImage, 15(1):273-89, 2002. (Pubitemid 34852226)
    • (2002) NeuroImage , vol.15 , Issue.1 , 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.