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  • Vince Daniel Calhoun
2020

A GICA-TVGL framework to study sex differences in resting state fMRI dynamic connectivity

Cai, B., Zhang, G., Zhang, A., Hu, W., Stephen, J. M., Wilson, T. W., Calhoun, V. D. & Wang, Y. P., Feb 15 2020, In : Journal of Neuroscience Methods. 332, 108531.

Research output: Contribution to journalArticle

A Manifold Regularized Multi-Task Learning Model for IQ Prediction from Two fMRI Paradigms

Xiao, L., Stephen, J. M., Wilson, T. W., Calhoun, V. D. & Wang, Y. P., Mar 2020, In : IEEE Transactions on Biomedical Engineering. 67, 3, p. 796-806 11 p., 8731721.

Research output: Contribution to journalArticle

Application of deep canonically correlated sparse autoencoder for the classification of schizophrenia

Li, G., Han, D., Wang, C., Hu, W., Calhoun, V. D. & Wang, Y. P., Jan 1 2020, In : Computer Methods and Programs in Biomedicine. 183, 105073.

Research output: Contribution to journalArticle

Decentralized distribution-sampled classification models with application to brain imaging

Lewis, N., Gazula, H., Plis, S. M. & Calhoun, V. D., Jan 1 2020, In : Journal of Neuroscience Methods. 329, 108418.

Research output: Contribution to journalArticle

Deep principal correlated auto-encoders with application to imaging and genomics data integration

Li, G., Wang, C., Han, D. P., Zhang, Y. P., Peng, P., Calhoun, V. D. & Wang, Y. P., Jan 1 2020, In : IEEE Access. 8, p. 20093-20107 15 p., 8966356.

Research output: Contribution to journalArticle

Open Access

Determining the number of states in dynamic functional connectivity using cluster validity indexes

Vergara, V. M., Salman, M., Abrol, A., Espinoza, F. A. & Calhoun, V. D., May 1 2020, In : Journal of Neuroscience Methods. 337, 108651.

Research output: Contribution to journalArticle

Discriminating VCID subgroups: A diffusion MRI multi-model fusion approach

Raja, R., Caprihan, A., Rosenberg, G. A., Rachakonda, S. & Calhoun, V. D., Apr 1 2020, In : Journal of Neuroscience Methods. 335, 108598.

Research output: Contribution to journalReview article

Electroconvulsive therapy treatment responsive multimodal brain networks

Qi, S., Abbott, C. C., Narr, K. L., Jiang, R., Upston, J., McClintock, S. M., Espinoza, R., Jones, T., Zhi, D., Sun, H., Yang, X., Sui, J. & Calhoun, V. D., Jan 1 2020, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Open Access

Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model

Zhang, G., Cai, B., Zhang, A., Stephen, J. M., Wilson, T. W., Calhoun, V. D. & Wang, Y. P., Feb 1 2020, In : IEEE transactions on medical imaging. 39, 2, p. 488-498 11 p.

Research output: Contribution to journalArticle

Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data

Domingues, I., Muller, H., Ortiz, A., Dasarathy, B. V., Abreu, P. H. & Calhoun, V. D., Jan 2020, In : IEEE Journal of Biomedical and Health Informatics. 24, 1, p. 14-16 3 p., 8949775.

Research output: Contribution to journalEditorial

Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence

Zhang, A., Cai, B., Hu, W., Jia, B., Liang, F., Wilson, T. W., Stephen, J. M., Calhoun, V. D. & Wang, Y. P., Feb 2020, In : IEEE transactions on medical imaging. 39, 2, p. 357-365 9 p., 8754707.

Research output: Contribution to journalArticle

Multimodal Magnetic Resonance Imaging Data Fusion Reveals Distinct Patterns of Abnormal Brain Structure and Function in Catatonia

Hirjak, D., Rashidi, M., Kubera, K. M., Northoff, G., Fritze, S., Schmitgen, M. M., Sambataro, F., Calhoun, V. D. & Wolf, R. C., Jan 4 2020, In : Schizophrenia bulletin. 46, 1, p. 202-210 9 p.

Research output: Contribution to journalArticle

N-BiC: A Method for Multi-Component and Symptom Biclustering of Structural MRI Data: Application to Schizophrenia

Rahaman, M. A., Turner, J. A., Gupta, C. N., Rachakonda, S., Chen, J., Liu, J., Van Erp, T. G. M., Potkin, S., Ford, J., Mathalon, D., Lee, H. J., Jiang, W., Mueller, B. A., Andreassen, O., Agartz, I., Sponheim, S. R., Mayer, A. R., Stephen, J., Jung, R. E., Canive, J. & 2 others, Bustillo, J. & Calhoun, V. D., Jan 2020, In : IEEE Transactions on Biomedical Engineering. 67, 1, p. 110-121 12 p., 8678823.

Research output: Contribution to journalArticle

Neural oscillatory dynamics serving abstract reasoning reveal robust sex differences in typically-developing children and adolescents

Taylor, B. K., Embury, C. M., Heinrichs-Graham, E., Frenzel, M. R., Eastman, J. A., Wiesman, A. I., Wang, Y. P., Calhoun, V. D., Stephen, J. M. & Wilson, T. W., Apr 2020, In : Developmental Cognitive Neuroscience. 42, 100770.

Research output: Contribution to journalArticle

Open Access

Shared and distinct resting functional connectivity in children and adults with attention-deficit/hyperactivity disorder

Guo, X., Yao, D., Cao, Q., Liu, L., Zhao, Q., Li, H., Huang, F., Wang, Y., Qian, Q., Wang, Y., Calhoun, V. D., Johnstone, S. J., Sui, J. & Sun, L., Dec 1 2020, In : Translational psychiatry. 10, 1, 65.

Research output: Contribution to journalArticle

Open Access

Space: A Missing Piece of the Dynamic Puzzle

Iraji, A., Miller, R., Adali, T. & Calhoun, V. D., Feb 2020, In : Trends in Cognitive Sciences. 24, 2, p. 135-149 15 p.

Research output: Contribution to journalReview article

Weighted average of shared trajectory: A new estimator for dynamic functional connectivity efficiently estimates both rapid and slow changes over time

Faghiri, A., Iraji, A., Damaraju, E., Belger, A., Ford, J., Mathalon, D., Mcewen, S., Mueller, B., Pearlson, G., Preda, A., Turner, J., Vaidya, J. G., Van Erp, T. & Calhoun, V. D., Mar 15 2020, In : Journal of Neuroscience Methods. 334, 108600.

Research output: Contribution to journalArticle

2019

Aberrant activity in conceptual networks underlies N400 deficits and unusual thoughts in schizophrenia

Jacob, M. S., Ford, J. M., Roach, B. J., Calhoun, V. D. & Mathalon, D. H., 2019, In : NeuroImage: Clinical. 24, 101960.

Research output: Contribution to journalArticle

Open Access

Abnormal thalamocortical network dynamics in migraine

Tu, Y., Fu, Z., Zeng, F., Maleki, N., Lan, L., Li, Z., Park, J., Wilson, G., Gao, Y., Liu, M., Calhoun, V., Liang, F. & Kong, J., Jun 4 2019, In : Neurology. 92, 23, p. e2706-e2716

Research output: Contribution to journalArticle

A brain task state only arouses a few number of resting-state intrinsic modes

Chen, Z., Zhou, Q., Zhang, Y. & Calhoun, V. D., Mar 12 2019, In : Biomedical Physics and Engineering Express. 5, 3, 035006.

Research output: Contribution to journalArticle

ADHD classification within and cross cohort using an ensembled feature selection framework

Yao, D., Sun, H., Guo, X., Calhoun, V. D., Sun, L. & Sui, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1265-1269 5 p. 8759533. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adolescent Psychopathic Traits Negatively Relate to Hemodynamic Activity within the Basal Ganglia during Error-Related Processing

Maurer, J. M., Steele, V. R., Vincent, G. M., Rao, V., Calhoun, V. D. & Kiehl, K. A., Jan 1 2019, In : Journal of Abnormal Child Psychology.

Research output: Contribution to journalArticle

Advancing functional connectivity research from association to causation

Reid, A. T., Headley, D. B., Mill, R. D., Sanchez-Romero, R., Uddin, L. Q., Marinazzo, D., Lurie, D. J., Valdés-Sosa, P. A., Hanson, S. J., Biswal, B. B., Calhoun, V., Poldrack, R. A. & Cole, M. W., Nov 1 2019, In : Nature neuroscience. 22, 11, p. 1751-1760 10 p.

Research output: Contribution to journalReview article

A framework for linking resting-state chronnectome/genome features in schizophrenia: A pilot study

Rashid, B., Chen, J., Rashid, I., Damaraju, E., Liu, J., Miller, R., Agcaoglu, O., van Erp, T. G. M., Lim, K. O., Turner, J. A., Mathalon, D. H., Ford, J. M., Voyvodic, J., Mueller, B. A., Belger, A., McEwen, S., Potkin, S. G., Preda, A., Bustillo, J. R., Pearlson, G. D. & 1 others, Calhoun, V. D., Jan 1 2019, In : NeuroImage. 184, p. 843-854 12 p.

Research output: Contribution to journalArticle

Age-related structural and functional variations in 5,967 individuals across the adult lifespan

Luo, N., Sui, J., Abrol, A., Lin, D., Chen, J., Vergara, V. M., Fu, Z., Du, Y., Damaraju, E., Xu, Y., Turner, J. A. & Calhoun, V. D., Jan 1 2019, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Open Access

Altered static and dynamic functional network connectivity in Alzheimer's disease and subcortical ischemic vascular disease: shared and specific brain connectivity abnormalities

Fu, Z., Caprihan, A., Chen, J., Du, Y., Adair, J. C., Sui, J., Rosenberg, G. A. & Calhoun, V. D., Jan 1 2019, In : Human Brain Mapping.

Research output: Contribution to journalArticle

A method for building a genome-connectome bipartite graph model

Yu, Q., Chen, J., Du, Y., Sui, J., Damaraju, E., Turner, J. A., van Erp, T. G. M., Macciardi, F., Belger, A., Ford, J. M., McEwen, S., Mathalon, D. H., Mueller, B. A., Preda, A., Vaidya, J., Pearlson, G. D. & Calhoun, V. D., May 15 2019, In : Journal of Neuroscience Methods. 320, p. 64-71 8 p.

Research output: Contribution to journalArticle

A method to compare the discriminatory power of data-driven methods: Application to ICA and IVA

Levin-Schwartz, Y., Calhoun, V. D. & Adalı, T., Jan 1 2019, In : Journal of Neuroscience Methods. 311, p. 267-276 10 p.

Research output: Contribution to journalArticle

An average sliding window correlation method for dynamic functional connectivity

Vergara, V. M., Abrol, A. & Calhoun, V. D., Jan 1 2019, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

An overlapping pattern of cerebral cortical thinning is associated with both positive symptoms and aggression in schizophrenia via the ENIGMA consortium

Wong, T. Y., Radua, J., Pomarol-Clotet, E., Salvador, R., Albajes-Eizagirre, A., Solanes, A., Canales-Rodriguez, E. J., Guerrero-Pedraza, A., Sarro, S., Kircher, T., Nenadic, I., Krug, A., Grotegerd, D., Dannlowski, U., Borgwardt, S., Riecher-Rössler, A., Schmidt, A., Andreou, C., Huber, C. G., Turner, J. & 46 others, Calhoun, V., Jiang, W., Clark, S., Walton, E., Spalletta, G., Banaj, N., Piras, F., Ciullo, V., Vecchio, D., Lebedeva, I., Tomyshev, A. S., Kaleda, V., Klushnik, T., Filho, G. B., Zanetti, M. V., Serpa, M. H., Penteado Rosa, P. G., Hashimoto, R., Fukunaga, M., Richter, A., Krämer, B., Gruber, O., Voineskos, A. N., Dickie, E. W., Tomecek, D., Skoch, A., Spaniel, F., Hoschl, C., Bertolino, A., Bonvino, A., Di Giorgio, A., Holleran, L., Ciufolini, S., Marques, T. R., Dazzan, P., Murray, R., Lamsma, J., Cahn, W., Van Haren, N., Díaz-Zuluaga, A. M., Pineda-Zapata, J. A., Vargas, C., López-Jaramillo, C., Van Erp, T. G. M., Gur, R. C. & Nickl-Jockschat, T., Jan 1 2019, (Accepted/In press) In : Psychological medicine.

Research output: Contribution to journalArticle

Apathy is related to cognitive control and striatum volumes in prodromal huntington's disease

Misiura, M. B., Ciarochi, J., Vaidya, J., Bockholt, J., Johnson, H. J., Calhoun, V. D., Paulsen, J. S. & Turner, J. A., Jan 1 2019, In : Journal of the International Neuropsychological Society.

Research output: Contribution to journalArticle

A resting-state network comparison of combat-related PTSD with combat-exposed and civilian controls

STRONG STAR Consortium, Sep 30 2019, In : Social cognitive and affective neuroscience. 14, 9, p. 933-945 13 p.

Research output: Contribution to journalArticle

Open Access

Association between the oral microbiome and brain resting state connectivity in smokers

Lin, D., Hutchison, K. E., Portillo, S., Vegara, V., Ellingson, J. M., Liu, J., Krauter, K. S., Carroll-Portillo, A. & Calhoun, V. D., Oct 15 2019, In : NeuroImage. 200, p. 121-131 11 p.

Research output: Contribution to journalArticle

Association of Copy Number Variation of the 15q11.2 BP1-BP2 Region with Cortical and Subcortical Morphology and Cognition

Van Der Meer, D., Sønderby, I. E., Kaufmann, T., Walters, G. B., Abdellaoui, A., Ames, D., Amunts, K., Andersson, M., Armstrong, N. J., Bernard, M., Blackburn, N. B., Blangero, J., Boomsma, D. I., Brodaty, H., Brouwer, R. M., Bülow, R., Cahn, W., Calhoun, V. D., Caspers, S., Cavalleri, G. L. & 112 others, Ching, C. R. K., Cichon, S., Ciufolini, S., Corvin, A., Crespo-Facorro, B., Curran, J. E., Dalvie, S., Dazzan, P., De Geus, E. J. C., De Zubicaray, G. I., De Zwarte, S. M. C., Delanty, N., Den Braber, A., Desrivieres, S., Di Forti, M., Doherty, J. L., Donohoe, G., Ehrlich, S., Eising, E., Espeseth, T., Fisher, S. E., Fladby, T., Frei, O., Frouin, V., Fukunaga, M., Gareau, T., Glahn, D. C., Grabe, H. J., Groenewold, N. A., Gústafsson, Ó., Haavik, J., Haberg, A. K., Hashimoto, R., Hehir-Kwa, J. Y., Hibar, D. P., Hillegers, M. H. J., Hoffmann, P., Holleran, L., Hottenga, J. J., Hulshoff Pol, H. E., Ikeda, M., Jacquemont, S., Jahanshad, N., Jockwitz, C., Johansson, S., Jönsson, E. G., Kikuchi, M., Knowles, E. E. M., Kwok, J. B., Le Hellard, S., Linden, D. E. J., Liu, J., Lundervold, A., Lundervold, A. J., Martin, N. G., Mather, K. A., Mathias, S. R., McMahon, K. L., McRae, A. F., Medland, S. E., Moberget, T., Moreau, C., Morris, D. W., Mühleisen, T. W., Murray, R. M., Nordvik, J. E., Nyberg, L., Olde Loohuis, L. M., Ophoff, R. A., Owen, M. J., Paus, T., Pausova, Z., Peralta, J. M., Pike, B., Prieto, C., Quinlan, E. B., Reinbold, C. S., Reis Marques, T., Rucker, J. J. H., Sachdev, P. S., Sando, S. B., Schofield, P. R., Schork, A. J., Schumann, G., Shin, J., Shumskaya, E., Silva, A. I., Sisodiya, S. M., Steen, V. M., Stein, D. J., Strike, L. T., Tamnes, C. K., Teumer, A., Thalamuthu, A., Tordesillas-Gutiérrez, D., Uhlmann, A., Úlfarsson, M., Van 'T Ent, D., Van Den Bree, M. B. M., Vassos, E., Wen, W., Wittfeld, K., Wright, M. J., Zayats, T., Dale, A. M., Djurovic, S., Agartz, I., Westlye, L. T., Stefánsson, H., Stefánsson, K., Thompson, P. M. & Andreassen, O. A., Jan 1 2019, (Accepted/In press) In : JAMA psychiatry.

Research output: Contribution to journalArticle

Autoconnectivity: A new perspective on human brain function

Arbabshirani, M. R., Preda, A., Vaidya, J. G., Potkin, S. G., Pearlson, G., Voyvodic, J., Mathalon, D., van Erp, T., Michael, A., Kiehl, K. A., Turner, J. A. & Calhoun, V. D., Jul 15 2019, In : Journal of Neuroscience Methods. 323, p. 68-76 9 p.

Research output: Contribution to journalArticle

Brain Development Includes Linear and Multiple Nonlinear Trajectories: A Cross-Sectional Resting-State Functional Magnetic Resonance Imaging Study

Faghiri, A., Stephen, J. M., Wang, Y. P., Wilson, T. W. & Calhoun, V. D., Dec 1 2019, In : Brain connectivity. 9, 10, p. 777-788 12 p.

Research output: Contribution to journalArticle

Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia

Luo, N., Tian, L., Calhoun, V. D., Chen, J., Lin, D., Vergara, V. M., Rao, S., Yang, J., Zhuo, C., Xu, Y., Turner, J. A., Zhang, F. & Sui, J., Jan 1 2019, In : NeuroImage: Clinical. 23, 101887.

Research output: Contribution to journalArticle

Open Access

Central Nervous System Mechanisms of Nausea in Gastroparesis: An fMRI-Based Case–Control Study

Snodgrass, P., Sandoval, H., Calhoun, V. D., Ramos-Duran, L., Song, G., Sun, Y., Alvarado, B., Bashashati, M., Sarosiek, I. & McCallum, R. W., Jan 1 2019, (Accepted/In press) In : Digestive Diseases and Sciences.

Research output: Contribution to journalArticle

Characterizing whole brain temporal variation of functional connectivity via zero and first order derivatives of sliding window correlations

Espinoza, F. A., Vergara, V. M., Damaraju, E., Henke, K. G., Faghiri, A., Turner, J. A., Belger, A. A., Ford, J. M., McEwen, S. C., Mathalon, D. H., Mueller, B. A., Potkin, S. G., Preda, A., Vaidya, J. G., Van Erp, T. G. M. & Calhoun, V. D., Jan 1 2019, In : Frontiers in Neuroscience. 13, JUN, 634.

Research output: Contribution to journalArticle

Open Access

C-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data

Jia, C., Akhonda, M. A. B. S., Long, Q., Calhoun, V. D., Waldstein, S. & Adali, T., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8692878. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classification as a criterion to select model order for dynamic functional connectivity states in rest-fMRI data

Saha, D. K., Abrol, A., Damaraju, E., Rashid, B., Plis, S. M. & Calhoun, V. D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1602-1605 4 p. 8759146. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks

Qiu, Y., Lin, Q. H., Kuang, L. D., Zhao, W. D., Gong, X. F., Cong, F. & Calhoun, V. D., Jan 1 2019, Advances in Neural Networks – ISNN 2019 - 16th International Symposium on Neural Networks, ISNN 2019, Proceedings. Tang, H., Wang, Z. & Lu, H. (eds.). Springer Verlag, p. 540-547 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11555 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concurrent Cross-Sectional and Longitudinal Analyses of Multivariate White Matter Profiles and Clinical Functioning in Pre-Diagnosis Huntington Disease

Ciarochi, J. A., Johnson, H. J., Calhoun, V. D., Liu, J., Espinoza, F. A., Bockholt, H. J., Misiura, M., Caprihan, A., Plis, S., Paulsen, J. S. & Turner, J. A., Jan 1 2019, In : Journal of Huntington's Disease. 8, 2, p. 199-219 21 p.

Research output: Contribution to journalReview article

Correction: Dose response of the 16p11.2 distal copy number variant on intracranial volume and basal ganglia (Molecular Psychiatry, (2018), 10.1038/s41380-018-0118-1)

for the 16p11.2 European Consortium, for the ENIGMA-CNV working group, Jan 1 2019, In : Molecular psychiatry.

Research output: Contribution to journalComment/debate

Open Access

Corrigendum: An fMRI study of multimodal selective attention in schizophrenia (British Journal of Psychiatry (2015) 207:5 (420-428) DOI: 10.1192/bjp.bp.114.155499)

Mayer, A., Hanlon, F., Teshiba, T., Klimaj, S., Ling, J., Dodd, A., Calhoun, V., Bustillo, J. & Toulouse, T., Feb 1 2019, In : British Journal of Psychiatry. 214, 2, 1 p.

Research output: Contribution to journalComment/debate

Open Access

Corrigendum to “Dynamic functional connectivity in schizophrenia and autism spectrum disorder: Convergence, divergence and classification” (NeuroImage: Clinical (2019) 24, (S221315821930316X), (10.1016/j.nicl.2019.101966))

Rabany, L., Brocke, S., Calhoun, V. D., Pittman, B., Corbera, S., Wexler, B. E., Bell, M. D., Pelphrey, K., Pearlson, G. D. & Assaf, M., 2019, In : NeuroImage: Clinical. 24, 102012.

Research output: Contribution to journalComment/debate

Open Access

Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings

Baker, B. T., Abrol, A., Silva, R. F., Damaraju, E., Sarwate, A. D., Calhoun, V. D. & Plis, S. M., Feb 1 2019, In : NeuroImage. 186, p. 557-569 13 p.

Research output: Contribution to journalArticle

Decreased Cross-Domain Mutual Information in Schizophrenia From Dynamic Connectivity States

Salman, M. S., Vergara, V. M., Damaraju, E. & Calhoun, V. D., Aug 22 2019, In : Frontiers in Neuroscience. 13, 873.

Research output: Contribution to journalArticle

Open Access

Deep Collaborative Learning With Application to the Study of Multimodal Brain Development

Hu, W., Cai, B., Zhang, A., Calhoun, V. D. & Wang, Y. P., Dec 1 2019, In : IEEE transactions on bio-medical engineering. 66, 12, p. 3346-3359 14 p.

Research output: Contribution to journalArticle