-
1
-
-
84857030713
-
Capturing inter-subject variability with group independent component analysis of fMRI data: a simulation study
-
Allen E., Erhardt E., Wei Y., Eichele T., Calhoun V. Capturing inter-subject variability with group independent component analysis of fMRI data: a simulation study. NeuroImage 2012, 59:4141-4159.
-
(2012)
NeuroImage
, vol.59
, pp. 4141-4159
-
-
Allen, E.1
Erhardt, E.2
Wei, Y.3
Eichele, T.4
Calhoun, V.5
-
5
-
-
0004168915
-
-
Wiley-Interscience, New York, NY
-
Banks J. Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice 1998, Wiley-Interscience, New York, NY. 1st ed.
-
(1998)
Handbook of Simulation: Principles, Methodology, Advances, Applications, and Practice
-
-
Banks, J.1
-
7
-
-
33645224023
-
'Unmixing' functional magnetic resonance imaging with independent component analysis
-
Calhoun V.D., Adali T. 'Unmixing' functional magnetic resonance imaging with independent component analysis. IEEE Eng. Med. Biol. 2006, 25:79-90.
-
(2006)
IEEE Eng. Med. Biol.
, vol.25
, pp. 79-90
-
-
Calhoun, V.D.1
Adali, T.2
-
8
-
-
0034753663
-
A method for making group inferences from functional MRI data using independent component analysis
-
Calhoun V.D., Adali T., Pearlson G.D., Pekar J.J. A method for making group inferences from functional MRI data using independent component analysis. Hum. Brain Mapp. 2001, 14:140-151.
-
(2001)
Hum. Brain Mapp.
, vol.14
, pp. 140-151
-
-
Calhoun, V.D.1
Adali, T.2
Pearlson, G.D.3
Pekar, J.J.4
-
9
-
-
33746059397
-
A method for multi-task fMRI data fusion applied to schizophrenia
-
Calhoun V.D., Adali T., Kiehl K.A., Astur R.S., Pekar J.J., Pearlson G.D. A method for multi-task fMRI data fusion applied to schizophrenia. Hum. Brain Mapp. 2006, 27:598-610.
-
(2006)
Hum. Brain Mapp.
, vol.27
, pp. 598-610
-
-
Calhoun, V.D.1
Adali, T.2
Kiehl, K.A.3
Astur, R.S.4
Pekar, J.J.5
Pearlson, G.D.6
-
10
-
-
34047163575
-
A feature-based approach to combine functional MRI, structural MRI, and EEG brain imaging data
-
Calhoun V.D., Adali T., Liu J. A feature-based approach to combine functional MRI, structural MRI, and EEG brain imaging data. Proc. IEEE EMBS 2006, 3672-3675.
-
(2006)
Proc. IEEE EMBS
, pp. 3672-3675
-
-
Calhoun, V.D.1
Adali, T.2
Liu, J.3
-
11
-
-
84908378146
-
Independent component analysis for brain fMRI does indeed select for maximal independence
-
Calhoun V., Potluru V., Phlypo R., Silva R., Pearlmutter B., Caprihan A., Plis S., Adali T. Independent component analysis for brain fMRI does indeed select for maximal independence. 19th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Seattle, WA 2013.
-
(2013)
19th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Seattle, WA
-
-
Calhoun, V.1
Potluru, V.2
Phlypo, R.3
Silva, R.4
Pearlmutter, B.5
Caprihan, A.6
Plis, S.7
Adali, T.8
-
14
-
-
60549115613
-
Canonical correlation analysis for feature-based fusion of biomedical imaging modalities and its application to detection of associative networks in schizophrenia
-
Correa N.M., Li Y.-O., Adali T., Calhoun V.D. Canonical correlation analysis for feature-based fusion of biomedical imaging modalities and its application to detection of associative networks in schizophrenia. IEEE J. Sel. Top. Signal Process. 2008, 2:998-1007.
-
(2008)
IEEE J. Sel. Top. Signal Process.
, vol.2
, pp. 998-1007
-
-
Correa, N.M.1
Li, Y.-O.2
Adali, T.3
Calhoun, V.D.4
-
15
-
-
77950594241
-
Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI
-
Correa N.M., Eichele T., Adali T., Li Y.-O., Calhoun V.D. Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. NeuroImage 2010, 50:1438-1445.
-
(2010)
NeuroImage
, vol.50
, pp. 1438-1445
-
-
Correa, N.M.1
Eichele, T.2
Adali, T.3
Li, Y.-O.4
Calhoun, V.D.5
-
16
-
-
67649811101
-
Independent component analysis for brain fMRI does not select for independence
-
Daubechies I., Roussos E., Takerkart S., Benharrosh M., Golden C., D'Ardenne K., Richter W., Cohen J., Haxby J. Independent component analysis for brain fMRI does not select for independence. PNAS 2009, 106:10395-10397.
-
(2009)
PNAS
, vol.106
, pp. 10395-10397
-
-
Daubechies, I.1
Roussos, E.2
Takerkart, S.3
Benharrosh, M.4
Golden, C.5
D'Ardenne, K.6
Richter, W.7
Cohen, J.8
Haxby, J.9
-
17
-
-
17044440214
-
The t copula and related copulas
-
Demarta S., McNeil A. The t copula and related copulas. Int. Stat. Rev. 2005, 73:111-129.
-
(2005)
Int. Stat. Rev.
, vol.73
, pp. 111-129
-
-
Demarta, S.1
McNeil, A.2
-
18
-
-
84872338206
-
Group information guided ICA for fMRI data analysis
-
Du Y., Fan Y. Group information guided ICA for fMRI data analysis. NeuroImage 2013, 69:157-197.
-
(2013)
NeuroImage
, vol.69
, pp. 157-197
-
-
Du, Y.1
Fan, Y.2
-
19
-
-
80055042987
-
ICA of fMRI data: performance of three ICA algorithms and the importance of taking correlation information into account
-
Du W., Li H., Li X.-L., Calhoun V., Adali T. ICA of fMRI data: performance of three ICA algorithms and the importance of taking correlation information into account. IEEE Symp. on Biomedical Imaging, Chicago, IL 2011, 1573-1576.
-
(2011)
IEEE Symp. on Biomedical Imaging, Chicago, IL
, pp. 1573-1576
-
-
Du, W.1
Li, H.2
Li, X.-L.3
Calhoun, V.4
Adali, T.5
-
20
-
-
0002101229
-
Correlation and dependency in risk management: properties and pitfalls
-
Cambridge University Press, Cambridge, UK
-
Embrechts P., Mcneil A., Straumann D. Correlation and dependency in risk management: properties and pitfalls. Risk Management: Value at Risk and Beyond 2002, 176-223. Cambridge University Press, Cambridge, UK.
-
(2002)
Risk Management: Value at Risk and Beyond
, pp. 176-223
-
-
Embrechts, P.1
Mcneil, A.2
Straumann, D.3
-
21
-
-
84857029874
-
SimTB, a simulation toolbox for fMRI data under a model of spatiotemporal separability
-
Erhardt E., Allen E., Wei Y., Eichele T., Calhoun V. SimTB, a simulation toolbox for fMRI data under a model of spatiotemporal separability. NeuroImage 2012, 59:4160-4167.
-
(2012)
NeuroImage
, vol.59
, pp. 4160-4167
-
-
Erhardt, E.1
Allen, E.2
Wei, Y.3
Eichele, T.4
Calhoun, V.5
-
22
-
-
52449139534
-
A class of symmetric bivariate uniform distributions
-
Ferguson T. A class of symmetric bivariate uniform distributions. Stat. Pap. 1995, 36:31-40.
-
(1995)
Stat. Pap.
, vol.36
, pp. 31-40
-
-
Ferguson, T.1
-
23
-
-
0035142560
-
Detection of neural activity in functional MRI using canonical correlation analysis
-
Friman O., Cedefamn J., Lundberg P., Borga M., Knutsson H. Detection of neural activity in functional MRI using canonical correlation analysis. Magn. Reson. Med. 2001, 45:323-330.
-
(2001)
Magn. Reson. Med.
, vol.45
, pp. 323-330
-
-
Friman, O.1
Cedefamn, J.2
Lundberg, P.3
Borga, M.4
Knutsson, H.5
-
24
-
-
78650217865
-
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
-
25
-
-
3042594840
-
Validating the independent components of neuroimaging time series via clustering and visualization
-
Himberg J., Hyvarinen A., Esposito F. Validating the independent components of neuroimaging time series via clustering and visualization. NeuroImage 2004, 22:1214-1222.
-
(2004)
NeuroImage
, vol.22
, pp. 1214-1222
-
-
Himberg, J.1
Hyvarinen, A.2
Esposito, F.3
-
28
-
-
47049108191
-
Independent vector analysis: definition and algorithms
-
Kim T., Lee I., Lee T.-W. Independent vector analysis: definition and algorithms. 40th Asilomar Conf. Signals, Systems, Comput., Pacific Grove, CA 2006, 1393-1396.
-
(2006)
40th Asilomar Conf. Signals, Systems, Comput., Pacific Grove, CA
, pp. 1393-1396
-
-
Kim, T.1
Lee, I.2
Lee, T.-W.3
-
30
-
-
48149102534
-
A multivariate model for comparison of two datasets and its application to FMRI analysis
-
IEEE, Thessaloniki, K. Diamantaras (Ed.)
-
Li Y.-O., Adali T., Calhoun V.D. A multivariate model for comparison of two datasets and its application to FMRI analysis. Machine Learning for Signal Processing 2007, 217-222. IEEE, Thessaloniki. K. Diamantaras (Ed.).
-
(2007)
Machine Learning for Signal Processing
, pp. 217-222
-
-
Li, Y.-O.1
Adali, T.2
Calhoun, V.D.3
-
31
-
-
35948939625
-
Estimating the number of independent components for functional magnetic resonance imaging data
-
Li Y., Adali T., Calhoun V.D. Estimating the number of independent components for functional magnetic resonance imaging data. Hum. Brain Mapp. 2007, 28(11):1251-1266.
-
(2007)
Hum. Brain Mapp.
, vol.28
, Issue.11
, pp. 1251-1266
-
-
Li, Y.1
Adali, T.2
Calhoun, V.D.3
-
32
-
-
70349808992
-
Joint blind source separation by multiset canonical correlation analysis
-
Li Y.-O., Adali T., Wang W., Calhoun V.D. Joint blind source separation by multiset canonical correlation analysis. IEEE Trans. Signal Process. 2009, 57:3918-3929.
-
(2009)
IEEE Trans. Signal Process.
, vol.57
, pp. 3918-3929
-
-
Li, Y.-O.1
Adali, T.2
Wang, W.3
Calhoun, V.D.4
-
33
-
-
33845391465
-
A fast algorithm for one-unit ICA-R
-
Lin Q., Zheng Y., Yin F., Liang H., Calhoun V.D. A fast algorithm for one-unit ICA-R. Inf. Sci. 2007, 177:1265-1275.
-
(2007)
Inf. Sci.
, vol.177
, pp. 1265-1275
-
-
Lin, Q.1
Zheng, Y.2
Yin, F.3
Liang, H.4
Calhoun, V.D.5
-
34
-
-
77953826988
-
Semiblind spatial ICA of fMRI using spatial constraints
-
Lin Q., Liu J., Zheng Y., Liang H., Calhoun V.D. Semiblind spatial ICA of fMRI using spatial constraints. Hum. Brain Mapp. 2010, 31:1076-1088.
-
(2010)
Hum. Brain Mapp.
, vol.31
, pp. 1076-1088
-
-
Lin, Q.1
Liu, J.2
Zheng, Y.3
Liang, H.4
Calhoun, V.D.5
-
35
-
-
35148813173
-
A novel approach to analyzing fMRI and SNP data via parallel independent component analysis
-
Liu J., Calhoun V.D. A novel approach to analyzing fMRI and SNP data via parallel independent component analysis. Proc. SPIE 2006, 6511:651113.
-
(2006)
Proc. SPIE
, vol.6511
, pp. 651113
-
-
Liu, J.1
Calhoun, V.D.2
-
36
-
-
0003903813
-
Constrained independent component analysis
-
MIT Press, Cambridge, MA
-
Lu W., Rajapakse J.C. Constrained independent component analysis. Adv.Neural Inf.Proc.Sys 2000, 570-576. MIT Press, Cambridge, MA.
-
(2000)
Adv.Neural Inf.Proc.Sys
, pp. 570-576
-
-
Lu, W.1
Rajapakse, J.C.2
-
38
-
-
0031861367
-
Analysis of fMRI data by blind separation into independent spatial components
-
McKeown M.J., Makeig S., Brown G.G., Jung T.P., Kindermann S.S., Bell A.J., Sejnowski T.J. Analysis of fMRI data by blind separation into independent spatial components. Hum. Brain Mapp. 1998, 6:160-188.
-
(1998)
Hum. Brain Mapp.
, vol.6
, pp. 160-188
-
-
McKeown, M.J.1
Makeig, S.2
Brown, G.G.3
Jung, T.P.4
Kindermann, S.S.5
Bell, A.J.6
Sejnowski, T.J.7
-
39
-
-
0025969753
-
A regional covariance approach to the analysis of functional patterns in positron emission tomographic data
-
Moeller J.R., Strother S.C. A regional covariance approach to the analysis of functional patterns in positron emission tomographic data. J. Cereb. Blood Flow Metab. 1991, 11:A121-A135.
-
(1991)
J. Cereb. Blood Flow Metab.
, vol.11
, pp. A121-A135
-
-
Moeller, J.R.1
Strother, S.C.2
-
40
-
-
0004294559
-
-
John Wiley & Sons, Hoboken, NJ
-
Myers R.H., Montgomery D.C., Anderson-Cook C.M. Response Surface Methodology: Process and Product Optimization Using Designed Experiments 2009, John Wiley & Sons, Hoboken, NJ. 3rd ed.
-
(2009)
Response Surface Methodology: Process and Product Optimization Using Designed Experiments
-
-
Myers, R.H.1
Montgomery, D.C.2
Anderson-Cook, C.M.3
-
43
-
-
24344458137
-
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 Trans. Pattern Anal. Mach. Intell. 2005, 27:1226-1238.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.27
, pp. 1226-1238
-
-
Peng, H.1
Long, F.2
Ding, C.3
-
44
-
-
84860560594
-
Squaring the circle and cubing the sphere: circular and spherical copulas
-
Perlman M., Wellner J. Squaring the circle and cubing the sphere: circular and spherical copulas. Symmetry 2011, 3:574-599.
-
(2011)
Symmetry
, vol.3
, pp. 574-599
-
-
Perlman, M.1
Wellner, J.2
-
45
-
-
0004020933
-
-
Academic Press, New York, NY
-
Ross S.M. Simulation 2006, Academic Press, New York, NY. 4th ed.
-
(2006)
Simulation
-
-
Ross, S.M.1
-
47
-
-
84908378145
-
An assessment of the limitations of joint ICA in multimodal data fusion
-
OHBM, Beijing, China
-
Silva R., Calhoun V. An assessment of the limitations of joint ICA in multimodal data fusion. 18th Annual Meeting of the Organization on Human Brain Mapping, HBM 2011 2012, OHBM, Beijing, China.
-
(2012)
18th Annual Meeting of the Organization on Human Brain Mapping, HBM 2011
-
-
Silva, R.1
Calhoun, V.2
-
48
-
-
0000795592
-
Fonctions de répartition à n dimensions et leurs marges
-
Sklar A. Fonctions de répartition à n dimensions et leurs marges. Publ. Inst. Stat. Univ. Paris 1959, 8:229-231.
-
(1959)
Publ. Inst. Stat. Univ. Paris
, vol.8
, pp. 229-231
-
-
Sklar, A.1
-
49
-
-
69249137095
-
A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework
-
Sui J., Adali T., Pearlson G.D., Clark V.P., Calhoun V.D. A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework. Hum. Brain Mapp. 2009, 30:2953-2970.
-
(2009)
Hum. Brain Mapp.
, vol.30
, pp. 2953-2970
-
-
Sui, J.1
Adali, T.2
Pearlson, G.D.3
Clark, V.P.4
Calhoun, V.D.5
-
50
-
-
77950547180
-
A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia
-
Sui J., Adali T., Pearlson G., Yange H., Sponheim S.R., White T., Calhoun V.D. A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. NeuroImage 2010, 51:123-134.
-
(2010)
NeuroImage
, vol.51
, pp. 123-134
-
-
Sui, J.1
Adali, T.2
Pearlson, G.3
Yange, H.4
Sponheim, S.R.5
White, T.6
Calhoun, V.D.7
-
51
-
-
79959724142
-
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
-
52
-
-
84855185464
-
A review of multivariate methods for multimodal fusion of brain imaging data
-
Sui J., Adali T., Yu Q., Chen J., Calhoun V.D. A review of multivariate methods for multimodal fusion of brain imaging data. J. Neurosci. Methods 2012, 204:68-81.
-
(2012)
J. Neurosci. Methods
, vol.204
, pp. 68-81
-
-
Sui, J.1
Adali, T.2
Yu, Q.3
Chen, J.4
Calhoun, V.D.5
|