Vince D. Calhoun

Tomas Ros, Jean Théberge, Paul A. Frewen, Rosemarie Kluetsch, Maria Densmore, Vince D. Calhoun, Ruth A. Lanius: Mind over chatter: Plastic up-regulation of the fMRI salience network directly after EEG neurofeedback. NeuroImage 65: 324-335 (2013)

Jing Sui, Hao He, Godfrey D. Pearlson, Tülay Adali, Kent A. Kiehl, Qingbao Yu, Vincent P. Clark, Eduardo Castro, Tonya White, Bryon A. Mueller, Beng-Choon Ho, Nancy Andreasen, Vince D. Calhoun: Three-way (N-way) fusion of brain imaging data based on mCCA + jICA and its application to discriminating schizophrenia. NeuroImage 66: 119-132 (2013)

David A. Bridwell, Lei Wu, Tom Eichele, Vince D. Calhoun: The spatiospectral characterization of brain networks: Fusing concurrent EEG spectra and fMRI maps. NeuroImage 69: 101-111 (2013)

Vamsi K. Potluru, Sergey M. Plis, Jonathan Le Roux, Barak A. Pearlmutter, Vince D. Calhoun, Thomas P. Hayes: Block Coordinate Descent for Sparse NMF. CoRR abs/1301.3527 (2013)

Zikuan Chen, Vince D. Calhoun: Volumetric BOLD fMRI simulation: from neurovascular coupling to multivoxel imaging. BMC Medical Imaging 12: 8 (2012)

Li Luo, Lai Xu, Rex E. Jung, Godfrey D. Pearlson, Tülay Adali, Vince D. Calhoun: Constrained Source-Based Morphometry Identifies Structural Networks Associated with Default Mode Network. Brain Connectivity 2(1): 33-43 (2012)

Vince D. Calhoun, Godfrey D. Pearlson: A selective review of simulated driving studies: Combining naturalistic and hybrid paradigms, analysis approaches, and future directions. NeuroImage 59(1): 25-35 (2012)

Vincent P. Clark, Brian A. Coffman, Andy R. Mayer, Michael P. Weisend, Terran Lane, Vince D. Calhoun, Elaine M. Raybourn, Christopher M. Garcia, Eric M. Wassermann: TDCS guided using fMRI significantly accelerates learning to identify concealed objects. NeuroImage 59(1): 117-128 (2012)

Shashwath A. Meda, Balaji Narayanan, Jingyu Liu, Nora I. Perrone-Bizzozero, Michael C. Stevens, Vince D. Calhoun, David C. Glahn, Li Shen, Shannon L. Risacher, Andrew J. Saykin, Godfrey D. Pearlson: A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's disease in the ADNI cohort. NeuroImage 60(3): 1608-1621 (2012)

Jiayu Chen, Vince D. Calhoun, Godfrey D. Pearlson, Stefan Ehrlich, Jessica A. Turner, Beng-Choon Ho, Thomas H. Wassink, Andrew Michael, Jingyu Liu: Multifaceted genomic risk for brain function in schizophrenia. NeuroImage 61(4): 866-875 (2012)

Sai Ma, Vince D. Calhoun, Tom Eichele, Wei Du, Tülay Adali: Modulations of functional connectivity in the healthy and schizophrenia groups during task and rest. NeuroImage 62(3): 1694-1704 (2012)

Shashwath A. Meda, Balaji Narayanan, Jingyu Liu, Nora I. Perrone-Bizzozero, Michael C. Stevens, Vince D. Calhoun, David C. Glahn, Li Shen, Shannon L. Risacher, Andrew J. Saykin, Godfrey D. Pearlson: Erratum to "A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's Disease in the ADNI cohort" [Neuroimage 60/3(2012) 1608-1621]. NeuroImage 62(3): 2177 (2012)

Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali: De-noising, phase ambiguity correction and visualization techniques for complex-valued ICA of group fMRI data. Pattern Recognition 45(6): 2050-2063 (2012)

Wei Xiong, Yi-Ou Li, Nicolle M. Correa, Xi-Lin Li, Vince D. Calhoun, Tülay Adali: Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data. Signal Processing Systems 67(2): 117-128 (2012)

Yi-Ou Li, Tom Eichele, Vince D. Calhoun, Tülay Adali: Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis. Signal Processing Systems 68(1): 31-48 (2012)

Hongbao Cao, Dongdong Lin, Junbo Duan, Yu-Ping Wang, Vince D. Calhoun: Bio marker identification for diagnosis of schizophrenia with integrated analysis of fMRI and SNPs. BIBM 2012: 1-6

Erik B. Erhardt, Elena A. Allen, Eswar Damaraju, Vince D. Calhoun: On Network Derivation, Classification, and Visualization: A Response to Habeck and Moeller. Brain Connectivity 1(2): 105-110 (2011)

Arvind Caprihan, Chris Abbott, Jeremy Yamamoto, Godfrey D. Pearlson, Nora I. Perrone-Bizzozero, Jing Sui, Vince D. Calhoun: Source-Based Morphometry Analysis of Group Differences in Fractional Anisotropy in Schizophrenia. Brain Connectivity 1(2): 133-145 (2011)

Sergey M. Plis, Michael P. Weisend, Eswar Damaraju, Tom Eichele, Andy R. Mayer, Vincent P. Clark, Terran Lane, Vince D. Calhoun: Effective connectivity analysis of fMRI and MEG data collected under identical paradigms. Comp. in Bio. and Med. 41(12): 1156-1165 (2011)

Tom Eichele, Srinivas Rachakonda, Brage Brakedal, Rune Eikeland, Vince D. Calhoun: EEGIFT: Group Independent Component Analysis for Event-Related EEG Data. Comp. Int. and Neurosc. 2011 (2011)

Sergey M. Plis, Stephen McCracken, Terran Lane, Vince D. Calhoun: Directional Statistics on Permutations. Journal of Machine Learning Research - Proceedings Track 15: 600-608 (2011)

Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun: Wavelet-based fMRI analysis: 3-D denoising, signal separation, and validation metrics. NeuroImage 54(4): 2867-2884 (2011)

Martin Havlicek, Karl J. Friston, Jirí Jan, Milan Brazdil, Vince D. Calhoun: Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering. NeuroImage 56(4): 2109-2128 (2011)

Jing Sui, Godfrey D. Pearlson, Arvind Caprihan, Tülay Adali, Kent A. Kiehl, Jingyu Liu, Jeremy Yamamoto, Vince D. Calhoun: Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. NeuroImage 57(3): 839-855 (2011)

Eduardo Castro, Manel Martínez-Ramón, Godfrey D. Pearlson, Jing Sui, Vince D. Calhoun: Characterization of groups using composite kernels and multi-source fMRI analysis data: Application to schizophrenia. NeuroImage 58(2): 526-536 (2011)

Elissaios Karageorgiou, S. Charles Schulz, Randy L. Gollub, Nancy Andreasen, Beng-Choon Ho, John Lauriello, Vince D. Calhoun, H. Jeremy Bockholt, Scott R. Sponheim, Apostolos P. Georgopoulos: Neuropsychological Testing and Structural Magnetic Resonance Imaging as Diagnostic Biomarkers Early in the Course of Schizophrenia and Related Psychoses. Neuroinformatics 9(4): 321-333 (2011)

Hualiang Li, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun, Tülay Adali: Application of Independent Component Analysis With Adaptive Density Model to Complex-Valued fMRI Data. IEEE Trans. Biomed. Engineering 58(10): 2794-2803 (2011)

Zikuan Chen, Vince D. Calhoun: A Computational Multiresolution BOLD fMRI Model. IEEE Trans. Biomed. Engineering 58(10): 2995-2999 (2011)

Sai Ma, Nicolle M. Correa, Xi-Lin Li, Tom Eichele, Vince D. Calhoun, Tülay Adali: Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence. IEEE Trans. Biomed. Engineering 58(12): 3406-3417 (2011)

Jinhua Sheng, Hong-Wen Deng, Vince D. Calhoun, Yu-Ping Wang: Integrated Analysis of Gene Expression and Copy Number Data on Gene Shaving Using Independent Component Analysis. IEEE/ACM Trans. Comput. Biology Bioinform. 8(6): 1568-1579 (2011)

Sergey M. Plis, Vamsi K. Potluru, Terran Lane, Vince D. Calhoun: Correlated Noise: How it Breaks NMF, and What to Do About it. Signal Processing Systems 65(3): 351-359 (2011)

Pedro A. Rodriguez, Nicolle M. Correa, Tom Eichele, Vince D. Calhoun, Tülay Adali: Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI. Signal Processing Systems 65(3): 497-508 (2011)

Dongdong Lin, Hongbao Cao, Yu-Ping Wang, Vince D. Calhoun: Classification of Schizophrenia Patients with Combined Analysis of SNP and fMRI Data Based on Sparse Representation. BIBM 2011: 394-397

Martin Havlicek, Jirí Jan, Milan Brazdil, Vince D. Calhoun: Deconvolution of neuronal signal from hemodynamic response. ICASSP 2011: 617-620

Vamsi K. Potluru, Sergey M. Plis, Shuang Luan, Vince D. Calhoun, Thomas P. Hayes: Sparseness and a reduction from Totally Nonnegative Least Squares to SVM. IJCNN 2011: 1922-1929

Siddharth Khullar, Andrew Michael, Nicolle M. Correa, Tülay Adali, Stefi A. Baum, Vince D. Calhoun: Wavelet-based denoising and independent component analysis for improving multi-group inference in fMRI data. ISBI 2011: 456-459

Xi-Lin Li, Sai Ma, Vince D. Calhoun, Tülay Adali: Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria. ISBI 2011: 1019-1022

Sai Ma, Tom Eichele, Nicolle M. Correa, Vince D. Calhoun, Tülay Adali: Hierarchical and graphical analysis of fMRI network connectivity in healthy and schizophrenic groups. ISBI 2011: 1031-1034

Wei Du, Hualiang Li, Xi-Lin Li, Vince D. Calhoun, Tülay Adali: ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account. ISBI 2011: 1573-1576

Andrew Michael, Stefi A. Baum, Tonya White, Oguz Demirci, Nancy Andreasen, Judith M. Segall, Rex E. Jung, Godfrey D. Pearlson, Vincent P. Clark, Randy L. Gollub, S. Charles Schulz, Joshua L. Roffman, Kelvin O. Lim, Beng-Choon Ho, H. Jeremy Bockholt, Vince D. Calhoun: Does function follow form?: Methods to fuse structural and functional brain images show decreased linkage in schizophrenia. NeuroImage 49(3): 2626-2637 (2010)

Sunil Kumar Arja, Zhaomei Feng, Zikuan Chen, Arvind Caprihan, Kent A. Kiehl, Tülay Adali, Vince D. Calhoun: Changes in fMRI magnitude data and phase data observed in block-design and event-related tasks. NeuroImage 49(4): 3149-3160 (2010)

Bradley S. Folley, Robert Astur, Kanchana Jagannathan, Vince D. Calhoun, Godfrey D. Pearlson: Anomalous neural circuit function in schizophrenia during a virtual Morris water task. NeuroImage 49(4): 3373-3384 (2010)

Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun: Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. NeuroImage 50(4): 1438-1445 (2010)

Jing Sui, Tülay Adali, Godfrey D. Pearlson, Honghui Yang, Scott R. Sponheim, Tonya White, Vince D. Calhoun: A CCA + ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. NeuroImage 51(1): 123-134 (2010)

Lei Wu, Tom Eichele, Vince D. Calhoun: Reactivity of hemodynamic responses and functional connectivity to different states of alpha synchrony: A concurrent EEG-fMRI study. NeuroImage 52(4): 1252-1260 (2010)

Martin Havlicek, Jirí Jan, Milan Brazdil, Vince D. Calhoun: Dynamic Granger causality based on Kalman filter for evaluation of functional network connectivity in fMRI data. NeuroImage 53(1): 65-77 (2010)

Michal Assaf, Kanchana Jagannathan, Vince D. Calhoun, Laura Miller, Michael C. Stevens, Robert Sahl, Jacqueline G. O'Boyle, Robert T. Schultz, Godfrey D. Pearlson: Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients. NeuroImage 53(1): 247-256 (2010)

Stefan Ehrlich, Eric M. Morrow, Joshua L. Roffman, Stuart R. Wallace, Melissa Naylor, H. Jeremy Bockholt, Antonia Lundquist, Anastasia Yendiki, Beng-Choon Ho, Tonya White, Dara S. Manoach, Vincent P. Clark, Vince D. Calhoun, Randy L. Gollub, Daphne J. Holt: The COMT Val108/158Met polymorphism and medial temporal lobe volumetry in patients with schizophrenia and healthy adults. NeuroImage 53(3): 992-1000 (2010)

Shashwath A. Meda, Kanchana Jagannathan, Joel Gelernter, Vince D. Calhoun, Jingyu Liu, Michael C. Stevens, Godfrey D. Pearlson: A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia. NeuroImage 53(3): 1007-1015 (2010)

Dae Il Kim, Jing Sui, Srinivas Rachakonda, Tonya White, Dara S. Manoach, Vincent P. Clark, Beng-Choon Ho, S. Charles Schulz, Vince D. Calhoun: Identification of Imaging Biomarkers in Schizophrenia: A Coefficient-constrained Independent Component Analysis of the Mind Multi-site Schizophrenia Study. Neuroinformatics 8(4): 213-229 (2010)

Juan I. Arribas, Vince D. Calhoun, Tülay Adali: Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data. IEEE Trans. Biomed. Engineering 57(12): 2850-2860 (2010)

Wei Xiong, Hualiang Li, Tülay Adali, Yi-Ou Li, Vince D. Calhoun: On entropy rate for the complex domain and its application to i.i.d. sampling. IEEE Transactions on Signal Processing 58(4): 2409-2414 (2010)

Ioannis Pitas, Vince D. Calhoun, Konstantinos I. Diamantaras: Guest Editorial: Special Issue on Machine Learning for Signal Processing. Signal Processing Systems 61(1): 1-2 (2010)

Pedro Rodriguez, Tülay Adali, Hualiang Li, Nicolle M. Correa, Vince D. Calhoun: Phase correction and denoising for ICA of complex FMRI data. ICASSP 2010: 497-500

Sai Ma, Xi-Lin Li, Nicolle M. Correa, Tülay Adali, Vince D. Calhoun: Independent subspace analysis with prior information for fMRI data. ICASSP 2010: 1922-1925

Hualiang Li, Tülay Adali, Nicolle M. Correa, Pedro A. Rodriguez, Vince D. Calhoun: Flexible complex ICA of fMRI data. ICASSP 2010: 2050-2053

Nicolle M. Correa, Tom Eichele, Tülay Adali, Yi-Ou Li, Vince D. Calhoun: Fusion of concurrent single trial EEG data and fMRI data using multi-set canonical correlation analysis. ICASSP 2010: 5438-5441

Sergey M. Plis, Terran Lane, Vince D. Calhoun: Permutations as Angular Data: Efficient Inference in Factorial Spaces. ICDM 2010: 403-410

Lai Xu, Godfrey D. Pearlson, Vince D. Calhoun: Joint source based morphometry identifies linked gray and white matter group differences. NeuroImage 44(3): 777-789 (2009)

Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun: An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. NeuroImage 46(1): 73-86 (2009)

Oguz Demirci, Michael C. Stevens, Nancy Andreasen, Andrew Michael, Jingyu Liu, Tonya White, Godfrey D. Pearlson, Vincent P. Clark, Vince D. Calhoun: Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls. NeuroImage 46(2): 419-431 (2009)

Jingyu Liu, Kent A. Kiehl, Godfrey D. Pearlson, Nora I. Perrone-Bizzozero, Tom Eichele, Vince D. Calhoun: Genetic determinants of target and novelty-related event-related potentials in the auditory oddball response. NeuroImage 46(3): 809-816 (2009)

Zhaomei Feng, Arvind Caprihan, Krastan B. Blagoev, Vince D. Calhoun: Biophysical modeling of phase changes in BOLD fMRI. NeuroImage 47(2): 540-548 (2009)

Michael C. Stevens, Pawel Skudlarski, Godfrey D. Pearlson, Vince D. Calhoun: Age-related cognitive gains are mediated by the effects of white matter development on brain network integration. NeuroImage 48(4): 738-746 (2009)

Vince D. Calhoun, T. Adal: Feature-Based Fusion of Medical Imaging Data. IEEE Transactions on Information Technology in Biomedicine 13(5): 711-720 (2009)

Yi-Ou Li, Tülay Adali, Wei Wang, Vince D. Calhoun: Joint blind source separation by multiset canonical correlation analysis. IEEE Transactions on Signal Processing 57(10): 3918-3929 (2009)

Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun: Fusion of fMRI, sMRI, and EEG data using canonical correlation analysis. ICASSP 2009: 385-388

Vince D. Calhoun: An ICA Framework for Integrating fMRI, ERP and Genetic Data. ISBI 2009: 824-824

Vamsi K. Potluru, Sergey M. Plis, Morten Mørup, Vincent D. Calhoun, Terran Lane: Efficient Multiplicative Updates for Support Vector Machines. SDM 2009: 1218-1229

Vamsi K. Potluru, Sergey M. Plis, Morten Mørup, Vince D. Calhoun, Terran Lane: Multiplicative updates For Non-Negative Kernel SVM. CoRR abs/0902.4228 (2009)

Tülay Adali, Z. Jane Wang, Martin J. McKeown, Philippe Ciuciu, Lars Kai Hansen, Andrzej Cichocki, Vincent D. Calhoun: Introduction to the Issue on fMRI Analysis for Human Brain Mapping. J. Sel. Topics Signal Processing 2(6): 813-816 (2008)

Alexandre R. Franco, Josef Ling, Arvind Caprihan, Vincent D. Calhoun, Rex E. Jung, Gregory L. Heileman, Andy R. Mayer: Multimodal and Multi-Tissue Measures of Connectivity Revealed by Joint Independent Component Analysis. J. Sel. Topics Signal Processing 2(6): 986-997 (2008)

Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vincent D. Calhoun: Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia. J. Sel. Topics Signal Processing 2(6): 998-1007 (2008)

Arvind Caprihan, Godfrey D. Pearlson, Vincent D. Calhoun: Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements. NeuroImage 42(2): 675-682 (2008)

D. Kim, John Burge, Terran Lane, Godfrey D. Pearlson, Kent A. Kiehl, Vincent D. Calhoun: Hybrid ICA-Bayesian network approach reveals distinct effective connectivity differences in schizophrenia. NeuroImage 42(4): 1560-1568 (2008)

Pawel Skudlarski, Kanchana Jagannathan, Vince D. Calhoun, Michelle Hampson, Beata A. Skudlarska, Godfrey D. Pearlson: Measuring brain connectivity: Diffusion tensor imaging validates resting state temporal correlations. NeuroImage 43(3): 554-561 (2008)

Jingyu Liu, Lai Xu, Arvind Caprihan, Vince D. Calhoun: Extracting principle components for discriminant analysis of FMRI images. ICASSP 2008: 449-452

Wei Xiong, Yi-Ou Li, Hualiang Li, Tülay Adali, Vince D. Calhoun: On ICA of complex-valued fMRI: Advantages and order selection. ICASSP 2008: 529-532

Lai Xu, Jingyu Liu, Tülay Adali, Vince D. Calhoun: Source based morphometry using structural MRI phase images to identify sources of gray matter and white matter relative differences in schizophrenia versus controls. ICASSP 2008: 533-536

Jing Sui, Jingyu Liu, Lei Wu, Andrew Michael, Lai Xu, Tülay Adali, Vince D. Calhoun: A constrained coefficient ica algorithm for group difference enhancement. ICASSP 2008: 593-596

Yi-Ou Li, Wei Wang, Tülay Adali, Vince D. Calhoun: CCA for joint blind source separation of multiple datasets with application to group FMRI analysis. ICASSP 2008: 1837-1840

Nicolle M. Correa, Yi-Ou Li, Tülay Adali, Vince D. Calhoun: Examining associations between FMRI and EEG data using canonical correlation analysis. ISBI 2008: 1251-1254

Vamsi K. Potluru, Vince D. Calhoun: Group learning using contrast NMF : Application to functional and structural MRI of schizophrenia. ISCAS 2008: 1336-1339

Yi-Ou Li, Tülay Adali, Vince D. Calhoun: A Feature-Selective Independent Component Analysis Method for Functional MRI. Int. J. Biomedical Imaging 2007 (2007)

Qiu-Hua Lin, Yong-Rui Zheng, Fuliang Yin, Hualou Liang, Vince D. Calhoun: A fast algorithm for one-unit ICA-R. Inf. Sci. 177(5): 1265-1275 (2007)

Madiha J. Jafri, Godfrey D. Pearlson, Vince D. Calhoun: A Maximal-Correlation Approach Using Ica for Testing Functional Network Connectivity Applied to Schizophrenia. ISBI 2007: 468-471

Jingyu Liu, Vince D. Calhoun: Parallel Independent Component Analysis for Multimodal Analysis: Application to FMRI and EEG Data. ISBI 2007: 1028-1031

Michael A. Kraut, Jeffery A. Pitcock, Vince D. Calhoun, Juan Li, Thomas Freeman, John Hart Jr.: Neuroanatomic Organization of Sound Memory in Humans. J. Cognitive Neuroscience 18(11): 1877-1888 (2006)

Vince D. Calhoun, Tülay Adali: Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities. VLSI Signal Processing 44(1-2): 173-190 (2006)

Yi-Ou Li, Tülay Adali, Vince D. Calhoun: Sample dependence correction for order selection in fMRI analysis. ISBI 2006: 1072-1075

Hicham Snoussi, Vince D. Calhoun: Bayesian blind source separation for brain imaging. ICIP (3) 2005: 581-584

Vince D. Calhoun, Godfrey D. Pearlson, Tülay Adali: Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results. VLSI Signal Processing 37(2-3): 281-291 (2004)

Vince D. Calhoun, Tülay Adali, Yi-Ou Li: Independent Component Analysis of Complex-Valued Functional Magnetic Resonance Imaging Data by Complex Nonlinearities. ISBI 2004: 984-987

Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson, J. Pekar: On complex infomax applied to functional MRI data. ICASSP 2002: 1009-1012

Vince D. Calhoun, Tülay Adali, Godfrey D. Pearlson: Adaptive Filtering of Visual Evoked Responses in FMRI: Variability of Response. SIP 1999: 397-400