Journal Articles by V. D. Calhoun


A. Ulloa, S. Plis, and V. Calhoun
Improving Classification Rate of Schizophrenia Using a Multimodal Multi-Layer Perceptron Model with Structural and Functional MR
arXiv preprint arXiv:1804.04591, 2018
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V. M. Vergara, A. Ulloa, V. D. Calhoun, D. Boutte, J. Chen, and J. Liu
A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function
Neuroimage, 98, 2014
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A. Ulloa, J. Chen, V. M. Vergara, V. Calhoun, and J. Liu
Association between copy number variation losses and alcohol dependence across African American and European American ethnic groups
Alcoholism: Clinical and Experimental Research, 38(5), 2014
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J. Liu, A. Ulloa, N. Perrone-Bizzozero, R. Yeo, J. Chen, and V. D. Calhoun
A pilot study on collective effects of 22q13. 31 deletions on gray matter concentration in schizophrenia
PloS one, 7(12), 2012
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Conference Papers


A. Ulloa, S. Plis, E. Erhardt, and V. Calhoun
Synthetic structural magnetic resonance image generator improves deep learning prediction of schizophrenia
2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP), 2015
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E. Castro, A. Ulloa, S. M. Plis, J. A. Turner, and V. D. Calhoun
Generation of synthetic structural magnetic resonance images for deep learning pre-training
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015
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J. Chen, V. D. Calhoun, A. E. Ulloa, and J. Liu
Parallel ICA with multiple references: A semi-blind multivariate approach
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
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M. R. Arbabshirani, M. S. Pattichis, A. Ulloa, and V. D. Calhoun
Detecting volumetric changes in fMRI connectivity networks in schizophrenia patients
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
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A. Ulloa, P. Rodriguez, J. Liu, V. Calhoun, and M. Pattichis
A quasilocal method for instantaneous frequency estimation with application to structural magnetic resonance images
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014
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A. Ulloa, J. Liu, V. Vergara, J. Chen, V. Calhoun, and M. Pattichis
Three-way parallel independent component analysis for imaging genetics using multi-objective optimization
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014
independent component analysis matrix decomposition
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