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Volumn 16, Issue 2, 2012, Pages 451-458

Analysis of fMRI time series with mutual information

Author keywords

FMRI; Mutual information; Statistical parametric mapping

Indexed keywords

BLOOD OXYGENATION LEVEL DEPENDENT SIGNALS; COGNITIVE NEUROSCIENCES; FMRI; FMRI DATA; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN BRAIN; K NEAREST NEIGHBOURS (K-NN); MUTUAL INFORMATIONS; NEURO-IMAGING; PROBABILITY DENSITY ESTIMATION; SMALL AREA; SPECIFIC EFFECTS; STATISTICAL MEASURES; STATISTICAL PARAMETRIC MAPPING; SYSTEM LEVELS;

EID: 84856233442     PISSN: 13618415     EISSN: 13618423     Source Type: Journal    
DOI: 10.1016/j.media.2011.11.002     Document Type: Article
Times cited : (17)

References (43)
  • 1
    • 33846650905 scopus 로고    scopus 로고
    • Spatio-temporal information analysis of event-related bold responses
    • Alpert G.F., Sun F.T., Handwerker D., D'Esposito M., Knight R.T. Spatio-temporal information analysis of event-related bold responses. NeuroImage 2007, 34(4):1545-1561.
    • (2007) NeuroImage , vol.34 , Issue.4 , pp. 1545-1561
    • Alpert, G.F.1    Sun, F.T.2    Handwerker, D.3    D'Esposito, M.4    Knight, R.T.5
  • 2
    • 38849118482 scopus 로고    scopus 로고
    • Non-rigid registration of multi-modal images using both mutual information and cross-correlation
    • Andronache A., von Siebenthal M., Sz'ekely G., Cattin P. Non-rigid registration of multi-modal images using both mutual information and cross-correlation. Medical Image Analysis 2008, 12(1):3-15.
    • (2008) Medical Image Analysis , vol.12 , Issue.1 , pp. 3-15
    • Andronache, A.1    von Siebenthal, M.2    Sz'ekely, G.3    Cattin, P.4
  • 4
    • 78449261526 scopus 로고    scopus 로고
    • Independent component analysis using prior information for signal detection in a functional imaging system of the retina
    • Barriga E.S., Pattichis M., Ts'o D., Abramoff M., Kardon R., Kwon Y., Soliz P. Independent component analysis using prior information for signal detection in a functional imaging system of the retina. Medical Image Analysis 2011, 15(1):35-44.
    • (2011) Medical Image Analysis , vol.15 , Issue.1 , pp. 35-44
    • Barriga, E.S.1    Pattichis, M.2    Ts'o, D.3    Abramoff, M.4    Kardon, R.5    Kwon, Y.6    Soliz, P.7
  • 5
    • 0028468293 scopus 로고
    • Using the mutual information for selecting features in supervised neural net learning
    • Battiti R. Using the mutual information for selecting features in supervised neural net learning. IEEE Transactions on Neural Networks 1994, 5(4):537-550.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.4 , pp. 537-550
    • Battiti, R.1
  • 6
    • 0029999731 scopus 로고    scopus 로고
    • Linear systems analysis of functional magnetic resonance imaging in human v1
    • Boynton G.M., Engel S.A., Glover G.H., Heeger D.J. Linear systems analysis of functional magnetic resonance imaging in human v1. Journal of Neuroscience 1996, 16:4207-4221.
    • (1996) Journal of Neuroscience , vol.16 , pp. 4207-4221
    • Boynton, G.M.1    Engel, S.A.2    Glover, G.H.3    Heeger, D.J.4
  • 7
    • 15244351286 scopus 로고    scopus 로고
    • Semi-blind ICA of fMRI: a method for utilizing hypothesis-derived time courses in a spatial ICA analysis
    • Calhoun V., Adali T., Stevens M., Kiehl K., Pekar J. Semi-blind ICA of fMRI: a method for utilizing hypothesis-derived time courses in a spatial ICA analysis. NeuroImage 2005, 25(2):527-538.
    • (2005) NeuroImage , vol.25 , Issue.2 , pp. 527-538
    • Calhoun, V.1    Adali, T.2    Stevens, M.3    Kiehl, K.4    Pekar, J.5
  • 8
    • 0036305691 scopus 로고    scopus 로고
    • Different activation dynamics in multiple neural systems during simulated driving
    • Calhoun V., Pekar J., McGinty V., Adali T., Watson T., Pearlson G. Different activation dynamics in multiple neural systems during simulated driving. Human Brain Mapping 2002, 16(3):158-167.
    • (2002) Human Brain Mapping , vol.16 , Issue.3 , pp. 158-167
    • Calhoun, V.1    Pekar, J.2    McGinty, V.3    Adali, T.4    Watson, T.5    Pearlson, G.6
  • 9
    • 84856232888 scopus 로고
    • Elements of Information Theory. New York.
    • Cover, T., Thomas, J., 1991. Elements of Information Theory. New York.
    • (1991)
    • Cover, T.1    Thomas, J.2
  • 11
    • 0034878761 scopus 로고    scopus 로고
    • Motion correction algorithms may create spurious brain activations in the absence of subject motion
    • Freire L., Mangina J.F. Motion correction algorithms may create spurious brain activations in the absence of subject motion. NeuroImage 2001, 14(3):709-722.
    • (2001) NeuroImage , vol.14 , Issue.3 , pp. 709-722
    • Freire, L.1    Mangina, J.F.2
  • 16
    • 69249222802 scopus 로고    scopus 로고
    • Information-theoretic feature selection for functional data classification
    • Gómez-Verdejo V., Verleysen M., Fleury J. Information-theoretic feature selection for functional data classification. Neurocomputing 2009, 72(16-18):3580-3589.
    • (2009) Neurocomputing , vol.72 , Issue.16-18 , pp. 3580-3589
    • Gómez-Verdejo, V.1    Verleysen, M.2    Fleury, J.3
  • 18
    • 84890913931 scopus 로고
    • Maximum likelihood approaches to variance component estimation and to related problems
    • Harville D.A. Maximum likelihood approaches to variance component estimation and to related problems. Journal of the American Statistical Association 1977, 72(358):320-338.
    • (1977) Journal of the American Statistical Association , vol.72 , Issue.358 , pp. 320-338
    • Harville, D.A.1
  • 19
    • 33746885846 scopus 로고    scopus 로고
    • Causal visual interactions as revealed by an information theoretic measure and fMRI
    • Hinrichs H., Heinze H., Schoenfeld M.A. Causal visual interactions as revealed by an information theoretic measure and fMRI. NeuroImage 2006, 31:1051-1060.
    • (2006) NeuroImage , vol.31 , pp. 1051-1060
    • Hinrichs, H.1    Heinze, H.2    Schoenfeld, M.A.3
  • 21
    • 2942558563 scopus 로고    scopus 로고
    • Statistical parametric mapping for event-related potentials I: generic considerations
    • Kiebel S.J., Friston K.J. Statistical parametric mapping for event-related potentials I: generic considerations. NeuroImage 2004, 22:492-502.
    • (2004) NeuroImage , vol.22 , pp. 492-502
    • Kiebel, S.J.1    Friston, K.J.2
  • 22
    • 2942586807 scopus 로고    scopus 로고
    • Statistical parametric mapping: II. A hierarchical temporal model
    • Kiebel S.J., Friston K.J. Statistical parametric mapping: II. A hierarchical temporal model. NeuroImage 2004, 2:503-520.
    • (2004) NeuroImage , vol.2 , pp. 503-520
    • Kiebel, S.J.1    Friston, K.J.2
  • 23
    • 0032900418 scopus 로고    scopus 로고
    • Motion correction in fMRI via registration of individual slices into an anatomical volume
    • Kim B., Boes J.L., Bland P.H., Chevenert T.L., Meyer C.R. Motion correction in fMRI via registration of individual slices into an anatomical volume. Magnetic Resonance in Medicine 1999, 41(5):964-972.
    • (1999) Magnetic Resonance in Medicine , vol.41 , Issue.5 , pp. 964-972
    • Kim, B.1    Boes, J.L.2    Bland, P.H.3    Chevenert, T.L.4    Meyer, C.R.5
  • 24
    • 84945543175 scopus 로고    scopus 로고
    • Incorporating spatial priors into an information theoretic approach for fmri data analysis. In: Delp, S.L., DiGioia, A.M., Jaramaz, B. (Eds.), MICCAI 2000. Pittsburgh, Pennsylvania
    • Kim, J., Fisher, J.W., Tsai, A., Wible, C., Willsky, A.S., Wells, W.M., 2000. Incorporating spatial priors into an information theoretic approach for fmri data analysis. In: Delp, S.L., DiGioia, A.M., Jaramaz, B. (Eds.), MICCAI 2000. Pittsburgh, Pennsylvania, pp. 62-71.
    • (2000) , pp. 62-71
    • Kim, J.1    Fisher, J.W.2    Tsai, A.3    Wible, C.4    Willsky, A.S.5    Wells, W.M.6
  • 28
    • 0036127473 scopus 로고    scopus 로고
    • Input feature selection for classification problems
    • Kwak N., Choi C.H. Input feature selection for classification problems. IEEE Transactions on Neural Networks 2002, 13(1):143-159.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.1 , pp. 143-159
    • Kwak, N.1    Choi, C.H.2
  • 29
    • 84856209991 scopus 로고    scopus 로고
    • Maximized Mutual Information: a novel approach for brain activation detection in fMRI.
    • Li, S., Lai, S., Xu, X., Shi, J., Lackey, J.P., 2004. Maximized Mutual Information: a novel approach for brain activation detection in fMRI. In: Proc. Intl. Soc. Mag. Reson. Med. vol. 11, p. 1105.
    • (2004) In: Proc. Intl. Soc. Mag. Reson. Med. , vol.11 , pp. 1105
    • Li, S.1    Lai, S.2    Xu, X.3    Shi, J.4    Lackey, J.P.5
  • 30
    • 20444435515 scopus 로고    scopus 로고
    • Phase mutual information as a similarity measure for registration
    • Mellor M., Brady M. Phase mutual information as a similarity measure for registration. Medical Image Analysis 2005, 9(4):330-343.
    • (2005) Medical Image Analysis , vol.9 , Issue.4 , pp. 330-343
    • Mellor, M.1    Brady, M.2
  • 31
    • 0025630001 scopus 로고
    • Brain magnetic resonance imaging with contrast dependent on blood oxygenation. In: Proceedings of the National Academy of Sciences
    • Ogawa, S., Lee, T., Tank, A.K.D., 1990. Brain magnetic resonance imaging with contrast dependent on blood oxygenation. In: Proceedings of the National Academy of Sciences, vol. 87, pp. 9868-9872.
    • (1990) , vol.87 , pp. 9868-9872
    • Ogawa, S.1    Lee, T.2    Tank, A.K.D.3
  • 32
    • 0035263303 scopus 로고    scopus 로고
    • Elastic registration of fMRI data using bezier-spline transformations
    • Otte M. Elastic registration of fMRI data using bezier-spline transformations. IEEE Transactions on Medical Imaging 2001, 20:193-206.
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , pp. 193-206
    • Otte, M.1
  • 33
    • 0001473437 scopus 로고
    • On estimation of a probability density function and model
    • Parzen E. On estimation of a probability density function and model. The Annals of Mathematical Statistics 1962, 33(3):1065-1076.
    • (1962) The Annals of Mathematical Statistics , vol.33 , Issue.3 , pp. 1065-1076
    • Parzen, E.1
  • 34
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy
    • Peng H., Long F., Ding C. Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy. IEEE Transactions on Pattern Analysis and Machine Intelligence 2005, 27(8):1226-1238.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 36
    • 33847012996 scopus 로고    scopus 로고
    • Frequency based mutual information measures between clusters of brain regions in functional magnetic resonance imaging
    • Salvador R., Martínez A., Pomarol-Clotet E., Sarró S., Suckling J., Bullmore E. Frequency based mutual information measures between clusters of brain regions in functional magnetic resonance imaging. NeuroImage 2007, 35(1):83-88.
    • (2007) NeuroImage , vol.35 , Issue.1 , pp. 83-88
    • Salvador, R.1    Martínez, A.2    Pomarol-Clotet, E.3    Sarró, S.4    Suckling, J.5    Bullmore, E.6
  • 38
    • 67149113981 scopus 로고    scopus 로고
    • Approximating mutual information by maximum likelihood density ratio estimation. In: JMLR: Workshop and Conference Proceedings
    • Suzuki, T., Sugiyama, M., Sese, J., Kanamori, T., 2008. Approximating mutual information by maximum likelihood density ratio estimation. In: JMLR: Workshop and Conference Proceedings, pp. 5-20.
    • (2008) , pp. 5-20
    • Suzuki, T.1    Sugiyama, M.2    Sese, J.3    Kanamori, T.4
  • 41
    • 22844454996 scopus 로고    scopus 로고
    • Analysis of functional MRI data using Mutual Information. In: Medical Image Computing and Computer-Assisted Intervention, MICCAI 1999
    • Tsai, A., Fisher, J.W., Wible, C., Wells, W.M., Kim, J., Willsky, A.S., 1999. Analysis of functional MRI data using Mutual Information. In: Medical Image Computing and Computer-Assisted Intervention, MICCAI 1999, pp. 473-480.
    • (1999) , pp. 473-480
    • Tsai, A.1    Fisher, J.W.2    Wible, C.3    Wells, W.M.4    Kim, J.5    Willsky, A.S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.