Publications
- J. Sui, H. He, G. D. Pearlson, T. Adali, K. A. Kiehl, Q. Yu, V.P. Clark, E. Castro, T. White, B. A. Mueller, B. C. Ho, N. C. Andreasen, , V .D. Calhoun, "Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia", Neuroimage 2, 119-132, 2013.
- J. Sui, G. Pearlson, A. Caprihan, T. Adali, K. A. Kiehl, J. Liu, J. Yamamoto, V. D. Calhoun, "Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model", Neuroimage 57, 839-855, 2011.
- J. Sui, T. Adali, G. D. Pearlson, H. Yang, S. R. Sponheim,
T. White, V. D.Calhoun, A CCA+ICA Based Model for Multi-Task
Brain Imaging Data Fusion And ItsApplication to Schizophrenia,
Neuroimage, vol. 51(5), pp 123-134, 2010.
- J. Sui, T. Adali, G. D. Pearlson and V. D. Calhoun,
An ICA-based method for the identification of optimal FMRI
features andcomponents using combined group-discriminative
techniques, NeuroImage, vol. 46(1), pp 73-86, 2009a.
- J. Sui, T. Adali, G. D. Pearlson, V. P. Clark and V.
D. Calhoun,A
method for accurate group difference detection by constraining
the mixingcoefficients in an ICA framework, HBM,
vol. 30 (9), 2009b.
- J. Liu, G. D. Pearlson, A. Windemuth, G. Ruano, N. I.
Perrone-Bizzozero,and V. D. Calhoun,
Combining fMRI and SNP Data to Investigate Connections between
Brain Functionand Genetics Using Parallel ICA , HBM,
December 2007.
- V. D. Calhoun, T. Adali, K. A. Kiehl, R. Astur, J. J.
Pekar and G. D.Pearlson,A
Method for Multitask fMRI Data Fusion Applied to Schizophrenia
, HBM,vo1. 27, pp. 598-610, 2006
- V. D. Calhoun, T. Adali, G. D. Pearlson and K. A. Kiehl,Neuronal
chronometry of target detection: Fusion of hemodynamic andevent-related
potential data, NeuroImage, vo1. 30, pp. 544-553, 2006
- V. D. Calhoun., T. Adali, N. R. Giuliani, J. J. Pekar,
K. A. Kiehl and G.D. Pearlson,
Method for multimodal analysis of independent source differences
inschizophrenia: combining gray matter structural and auditory
oddballfunctional data, HBM, vol. 27, pp. 47-62, 2006
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