Vince D Calhoun - Publications

Affiliations: 
Electrical Engineering University of New Mexico, Albuquerque, NM, United States 

309 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Hassanzadeh R, Silva RF, Abrol A, Salman M, Bonkhoff A, Du Y, Fu Z, DeRamus T, Damaraju E, Baker B, Calhoun VD. Individualized spatial network predictions using Siamese convolutional neural networks: A resting-state fMRI study of over 11,000 unaffected individuals. Plos One. 17: e0249502. PMID 35061657 DOI: 10.1371/journal.pone.0249502  0.324
2021 Rahaman MA, Chen J, Fu Z, Lewis N, Iraji A, Calhoun VD. Multi-modal deep learning of functional and structural neuroimaging and genomic data to predict mental illness. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 3267-3272. PMID 34891938 DOI: 10.1109/EMBC46164.2021.9630693  0.316
2021 Du Y, Hao H, Xing Y, Niu J, Calhoun VD. A Transdiagnostic Biotype Detection Method for Schizophrenia and Autism Spectrum Disorder Based on Graph Kernel. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 3241-3244. PMID 34891932 DOI: 10.1109/EMBC46164.2021.9629618  0.303
2021 Sendi MSE, Zendehrouh E, Turner JA, Calhoun VD. Dynamic patterns within the default mode network in schizophrenia subgroups. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2021: 1640-1643. PMID 34891600 DOI: 10.1109/EMBC46164.2021.9629825  0.343
2021 López-Vicente M, Agcaoglu O, Pérez-Crespo L, Estévez-López F, Heredia-Genestar JM, Mulder RH, Flournoy JC, van Duijvenvoorde ACK, Güroğlu B, White T, Calhoun V, Tiemeier H, Muetzel RL. Developmental Changes in Dynamic Functional Connectivity From Childhood Into Adolescence. Frontiers in Systems Neuroscience. 15: 724805. PMID 34880732 DOI: 10.3389/fnsys.2021.724805  0.32
2021 Qi S, Silva RF, Zhang D, Plis SM, Miller R, Vergara VM, Jiang R, Zhi D, Sui J, Calhoun VD. Three-way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data. Human Brain Mapping. PMID 34811846 DOI: 10.1002/hbm.25720  0.391
2021 Hirjak D, Schmitgen MM, Werler F, Wittemann M, Kubera KM, Wolf ND, Sambataro F, Calhoun VD, Reith W, Wolf RC. Multimodal MRI data fusion reveals distinct structural, functional and neurochemical correlates of heavy cannabis use. Addiction Biology. e13113. PMID 34808703 DOI: 10.1111/adb.13113  0.338
2021 Hebling Vieira B, Dubois J, Calhoun VD, Garrido Salmon CE. A deep learning based approach identifies regions more relevant than resting-state networks to the prediction of general intelligence from resting-state fMRI. Human Brain Mapping. PMID 34587333 DOI: 10.1002/hbm.25656  0.307
2021 Sambataro F, Hirjak D, Fritze S, Kubera KM, Northoff G, Calhoun VD, Meyer-Lindenberg A, Wolf RC. Intrinsic neural network dynamics in catatonia. Human Brain Mapping. PMID 34585808 DOI: 10.1002/hbm.25671  0.301
2021 Fu Z, Tu Y, Calhoun VD, Zhang Y, Zhao Q, Chen J, Meng Q, Lu Z, Hu L. Dynamic functional connectivity associated with post-traumatic stress symptoms in COVID-19 survivors. Neurobiology of Stress. 100377. PMID 34377750 DOI: 10.1016/j.ynstr.2021.100377  0.321
2021 Fu Z, Iraji A, Sui J, Calhoun VD. Whole-Brain Functional Network Connectivity Abnormalities in Affective and Non-Affective Early Phase Psychosis. Frontiers in Neuroscience. 15: 682110. PMID 34220438 DOI: 10.3389/fnins.2021.682110  0.372
2021 Wu L, Caprihan A, Calhoun V. Tracking spatial dynamics of functional connectivity during a task. Neuroimage. 118310. PMID 34175424 DOI: 10.1016/j.neuroimage.2021.118310  0.355
2021 Rahaman MA, Damaraju E, Turner JA, van Erp T, Mathalon DH, Vaidya J, Mueller BA, Pearlson G, Calhoun V. Tri-clustering dynamic functional network connectivity (dFNC) identifies significant schizophrenia effects across multiple states in distinct subgroups of individuals. Brain Connectivity. PMID 34049447 DOI: 10.1089/brain.2020.0896  0.332
2021 Salman MS, Wager T, Damaraju E, Abrol A, Vergara V, Fu Z, Calhoun V. An Approach to Automatically Label & Order Brain Activity/Component Maps. Brain Connectivity. PMID 34039009 DOI: 10.1089/brain.2020.0950  0.335
2021 Cai B, Zhang G, Zhang A, Xiao L, Hu W, Stephen JM, Wilson TW, Calhoun VD, Wang YP. Functional connectome fingerprinting: Identifying individuals and predicting cognitive functions via autoencoder. Human Brain Mapping. PMID 33835637 DOI: 10.1002/hbm.25394  0.317
2021 Sendi MSE, Zendehrouh E, Ellis CA, Liang Z, Fu Z, Mathalon DH, Ford JM, Preda A, van Erp TGM, Miller RL, Pearlson GD, Turner JA, Calhoun VD. Aberrant Dynamic Functional Connectivity of Default Mode Network in Schizophrenia and Links to Symptom Severity. Frontiers in Neural Circuits. 15: 649417. PMID 33815070 DOI: 10.3389/fncir.2021.649417  0.33
2021 Wang J, Xiao L, Hu W, Qu G, Wilson TW, Stephen JM, Calhoun VD, Wang YP. Functional network estimation using multigraph learning with application to brain maturation study. Human Brain Mapping. PMID 33788343 DOI: 10.1002/hbm.25410  0.36
2021 Chen J, Li X, Calhoun VD, Turner JA, van Erp TGM, Wang L, Andreassen OA, Agartz I, Westlye LT, Jönsson E, Ford JM, Mathalon DH, Macciardi F, O'Leary DS, Liu J, et al. Sparse deep neural networks on imaging genetics for schizophrenia case-control classification. Human Brain Mapping. PMID 33724588 DOI: 10.1002/hbm.25387  0.305
2021 Hu W, Meng X, Bai Y, Zhang A, Qu G, Cai B, Zhang G, Wilson TW, Stephen JM, Calhoun VD, Wang YP. Interpretable multimodal fusion networks reveal mechanisms of brain cognition. Ieee Transactions On Medical Imaging. PMID 33556002 DOI: 10.1109/TMI.2021.3057635  0.302
2021 Gazula H, Holla B, Zhang Z, Xu J, Verner E, Kelly R, Jain S, Bharath RD, Barker GJ, Basu D, Chakrabarti A, Kalyanram K, Kumaran K, Singh L, Kuriyan R, ... ... Calhoun VD, et al. Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis. Neuroinformatics. PMID 33462781 DOI: 10.1007/s12021-020-09502-7  0.304
2020 Pan G, Xiao L, Bai Y, Wilson TW, Stephen JM, Calhoun VD, Wang YP. Multiview Diffusion Map Improves Prediction of Fluid Intelligence with Two Paradigms of fMRI Analysis. Ieee Transactions On Bio-Medical Engineering. PMID 33382644 DOI: 10.1109/TBME.2020.3048594  0.317
2020 Du Y, Li B, Hou Y, Calhoun VD. A deep learning fusion model for brain disorder classification: Application to distinguishing schizophrenia and autism spectrum disorder. Acm-Bcb ... ... : the ... Acm Conference On Bioinformatics, Computational Biology and Biomedicine. Acm Conference On Bioinformatics, Computational Biology and Biomedicine. 2020. PMID 33363290 DOI: 10.1145/3388440.3412478  0.323
2020 Bhinge S, Long Q, Calhoun VD, Adalı T. Adaptive constrained independent vector analysis: An effective solution for analysis of large-scale medical imaging data. Ieee Journal of Selected Topics in Signal Processing. 14: 1255-1264. PMID 33343785 DOI: 10.1109/Jstsp.2020.3003891  0.305
2020 Bai Y, Gong Y, Bai J, Liu J, Deng HW, Calhoun V, Wang YP. A joint analysis of multi-paradigm fMRI data with its application to cognitive study. Ieee Transactions On Medical Imaging. PMID 33284749 DOI: 10.1109/TMI.2020.3042786  0.338
2020 Seidel M, Geisler D, Borchardt V, King JA, Bernardoni F, Jaite C, Roessner V, Calhoun V, Walter M, Ehrlich S. Evaluation of spontaneous regional brain activity in weight-recovered anorexia nervosa. Translational Psychiatry. 10: 395. PMID 33177499 DOI: 10.1038/s41398-020-01081-0  0.382
2020 Zendehrouh E, Sendi MSE, Sui J, Fu Z, Zhi D, Lv L, Ma X, Ke Q, Li X, Wang C, Abbott CC, Turner JA, Miller RL, Calhoun VD. Aberrant Functional Network Connectivity Transition Probability in Major Depressive Disorder. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1493-1496. PMID 33018274 DOI: 10.1109/EMBC44109.2020.9175872  0.308
2020 Du Y, Fu Z, Sui J, Gao S, Xing Y, Lin D, Salman M, Abrol A, Rahaman MA, Chen J, Hong LE, Kochunov P, Osuch EA, Calhoun VD. NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders. Neuroimage. Clinical. 28: 102375. PMID 32961402 DOI: 10.1016/J.Nicl.2020.102375  0.324
2020 Fu Z, Iraji A, Turner JA, Sui J, Miller R, Pearlson GD, Calhoun VD. Dynamic State with Covarying Brain Activity-Connectivity: On the Pathophysiology of Schizophrenia. Neuroimage. 117385. PMID 32950691 DOI: 10.1016/J.Neuroimage.2020.117385  0.303
2020 Xiao L, Zhang A, Cai B, Stephen JM, Wilson TW, Calhoun VD, Wang YP. Correlation Guided Graph Learning to Estimate Functional Connectivity Patterns from fMRI Data. Ieee Transactions On Bio-Medical Engineering. PMID 32894705 DOI: 10.1109/Tbme.2020.3022335  0.323
2020 Zhang YP, Xiao L, Zhang G, Cai B, Stephen JM, Wilson TW, Calhoun VD, Wang YP. Multi-paradigm fMRI fusion via sparse tensor decomposition in brain functional connectivity study. Ieee Journal of Biomedical and Health Informatics. PMID 32841133 DOI: 10.1109/Jbhi.2020.3019421  0.352
2020 Iraji A, Faghiri A, Lewis N, Fu Z, Rachakonda S, Calhoun VD. Tools of the trade: Estimating time-varying connectivity patterns from fMRI data. Social Cognitive and Affective Neuroscience. PMID 32785604 DOI: 10.1093/Scan/Nsaa114  0.312
2020 Du Y, Hao H, Wang S, Pearlson GD, Calhoun VD. Identifying commonality and specificity across psychosis sub-groups via classification based on features from dynamic connectivity analysis. Neuroimage. Clinical. 27: 102284. PMID 32563920 DOI: 10.1016/J.Nicl.2020.102284  0.345
2020 Morioka H, Calhoun V, Hyvärinen A. Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits. Neuroimage. 218: 116989. PMID 32485305 DOI: 10.1016/J.Neuroimage.2020.116989  0.304
2020 Zhao J, Huang J, Zhi D, Yan W, Ma X, Yang X, Li X, Ke Q, Jiang T, Calhoun VD, Sui J. Functional Network Connectivity (FNC)-based Generative Adversarial Network (GAN) and Its Applications in Classification of Mental Disorders. Journal of Neuroscience Methods. 108756. PMID 32380227 DOI: 10.1016/J.Jneumeth.2020.108756  0.314
2020 Long Q, Bhinge S, Calhoun VD, Adalı T. Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia. Neuroimage. 116872. PMID 32353485 DOI: 10.1016/J.Neuroimage.2020.116872  0.332
2020 Long Q, Bhinge S, Calhoun VD, Adalı T. Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia. Neuroimage. 116872. PMID 32353485 DOI: 10.1016/j.neuroimage.2020.116872  0.332
2020 Kassani PH, Xiao L, Zhang G, Stephen JM, Wilson TW, Calhoun VD, Wang YP. Causality based Feature Fusion for Brain Neuro-Developmental Analysis. Ieee Transactions On Medical Imaging. PMID 32340941 DOI: 10.1109/Tmi.2020.2990371  0.304
2020 Wolf RC, Rashidi M, Fritze S, Kubera KM, Northoff G, Sambataro F, Calhoun VD, Geiger LS, Tost H, Hirjak D. A Neural Signature of Parkinsonism in Patients With Schizophrenia Spectrum Disorders: A Multimodal MRI Study Using Parallel ICA. Schizophrenia Bulletin. PMID 32162660 DOI: 10.1093/Schbul/Sbaa007  0.304
2020 Zhang Y, Peng P, Ju Y, Li G, Calhoun VD, Wang YP. Canonical Correlation Analysis of Imaging Genetics Data Based on Statistical Independence and Structural Sparsity. Ieee Journal of Biomedical and Health Informatics. PMID 32071012 DOI: 10.1109/Jbhi.2020.2972581  0.325
2019 Cai B, Zhang G, Zhang A, Hu W, Stephen JM, Wilson TW, Calhoun VD, Wang YP. A GICA-TVGL Framework to Study Sex Differences in Resting State fMRI Dynamic Connectivity. Journal of Neuroscience Methods. 108531. PMID 31830544 DOI: 10.1016/J.Jneumeth.2019.108531  0.346
2019 Miller RL, Pearlson G, Calhoun VD. Whole brain polarity regime dynamics are significantly disrupted in schizophrenia and correlate strongly with network connectivity measures. Plos One. 14: e0224744. PMID 31825974 DOI: 10.1371/Journal.Pone.0224744  0.34
2019 Bai Y, Pascal Z, Calhoun V, Wang YP. Optimized Combination of Multiple Graphs with Application to the Integration of Brain Imaging and (epi)Genomics Data. Ieee Transactions On Medical Imaging. PMID 31825864 DOI: 10.1109/Tmi.2019.2958256  0.323
2019 Xiao L, Wang J, Kassani PH, Zhang Y, Bai Y, Stephen JM, Wilson TW, Calhoun VD, Wang YP. Multi-Hypergraph Learning Based Brain Functional Connectivity Analysis in fMRI Data. Ieee Transactions On Medical Imaging. PMID 31796393 DOI: 10.1109/Tmi.2019.2957097  0.306
2019 Faghiri A, Stephen J, Wang YP, W Wilson T, Calhoun VD. Brain development includes linear and multiple nonlinear trajectories: a cross-sectional resting-state fMRI study. Brain Connectivity. PMID 31744324 DOI: 10.1089/Brain.2018.0641  0.303
2019 Adali T, Akhonda MABS, Calhoun VD. ICA and IVA for Data Fusion: An Overview and a New Approach Based on Disjoint Subspaces. Ieee Sensors Letters. 3. PMID 31692997 DOI: 10.1109/LSENS.2018.2884775  0.316
2019 Zhang A, Fang J, Hu W, Calhoun V, Wang YP. A Latent Gaussian Copula Model for Mixed Data Analysis in Brain Imaging Genetics. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 31689199 DOI: 10.1109/Tcbb.2019.2950904  0.303
2019 Bhinge S, Long Q, Calhoun VD, Adali T. Spatial Dynamic Functional Connectivity Analysis Identifies Distinctive Biomarkers in Schizophrenia. Frontiers in Neuroscience. 13: 1006. PMID 31607848 DOI: 10.3389/Fnins.2019.01006  0.351
2019 Hirjak D, Rashidi M, Fritze S, Bertolino AL, Geiger LS, Zang Z, Kubera KM, Schmitgen MM, Sambataro F, Calhoun VD, Weisbrod M, Tost H, Wolf RC. Patterns of co-altered brain structure and function underlying neurological soft signs in schizophrenia spectrum disorders. Human Brain Mapping. PMID 31403239 DOI: 10.1002/Hbm.24755  0.327
2019 Vergara VM, Damaraju E, Turner JA, Pearlson G, Belger A, Mathalon DH, Potkin SG, Preda A, Vaidya JG, van Erp TGM, McEwen S, Calhoun VD. Altered Domain Functional Network Connectivity Strength and Randomness in Schizophrenia. Frontiers in Psychiatry. 10: 499. PMID 31396111 DOI: 10.3389/Fpsyt.2019.00499  0.323
2019 Cai B, Zhang G, Hu W, Zhang A, Zille P, Zhang Y, Stephen JM, Wilson TW, Calhoun VD, Wang YP. Refined measure of functional connectomes for improved identifiability and prediction. Human Brain Mapping. PMID 31355994 DOI: 10.1002/Hbm.24741  0.344
2019 Fu Z, Iraji A, Caprihan A, Adair JC, Sui J, Rosenberg GA, Calhoun VD. In search of multimodal brain alterations in Alzheimer's and Binswanger's disease. Neuroimage. Clinical. 101937. PMID 31351845 DOI: 10.1016/J.Nicl.2019.101937  0.31
2019 Zhang G, Cai B, Zhang A, Stephen JM, Wilson TW, Calhoun VD, Wang YW. Estimating Dynamic Functional Brain cConnectivity with a Sparse Hidden Markov Model. Ieee Transactions On Medical Imaging. PMID 31329112 DOI: 10.1109/Tmi.2019.2929959  0.358
2019 Espinoza FA, Vergara VM, Damaraju E, Henke KG, Faghiri A, Turner JA, Belger AA, Ford JM, McEwen SC, Mathalon DH, Mueller BA, Potkin SG, Preda A, Vaidya JG, van Erp TGM, ... Calhoun VD, et al. Characterizing Whole Brain Temporal Variation of Functional Connectivity via Zero and First Order Derivatives of Sliding Window Correlations. Frontiers in Neuroscience. 13: 634. PMID 31316333 DOI: 10.3389/Fnins.2019.00634  0.32
2019 Adhikari BM, Hong LE, Sampath H, Chiappelli J, Jahanshad N, Thompson PM, Rowland LM, Calhoun VD, Du X, Chen S, Kochunov P. Functional network connectivity impairments and core cognitive deficits in schizophrenia. Human Brain Mapping. PMID 31313441 DOI: 10.1002/Hbm.24723  0.3
2019 Acar E, Schenker C, Levin-Schwartz Y, Calhoun VD, Adali T. Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data. Frontiers in Neuroscience. 13: 416. PMID 31130835 DOI: 10.3389/Fnins.2019.00416  0.309
2019 Sanfratello L, Houck JM, Calhoun VD. Relationship between MEG global dynamic functional network connectivity measures and symptoms in schizophrenia. Schizophrenia Research. PMID 31130399 DOI: 10.1016/J.Schres.2019.05.007  0.309
2019 Qi S, Sui J, Chen J, Liu J, Jiang R, Silva R, Iraji A, Damaraju E, Salman M, Lin D, Fu Z, Zhi D, Turner JA, Bustillo J, Ford JM, ... ... Calhoun VD, et al. Parallel group ICA+ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia. Human Brain Mapping. PMID 31099151 DOI: 10.1002/Hbm.24632  0.375
2019 Arbabshirani MR, Preda A, Vaidya JG, Potkin SG, Pearlson G, Voyvodic J, Mathalon D, van Erp T, Michael A, Kiehl KA, Turner JA, Calhoun VD. Autoconnectivity: A New Perspective on Human Brain Function. Journal of Neuroscience Methods. PMID 31005575 DOI: 10.1016/J.Jneumeth.2019.03.015  0.721
2019 Hu W, Zhang A, Cai B, Calhoun V, Wang YP. Distance canonical correlation analysis with application to an imaging-genetic study. Journal of Medical Imaging (Bellingham, Wash.). 6: 026501. PMID 31001569 DOI: 10.1117/1.Jmi.6.2.026501  0.315
2019 Chen Z, Fu Z, Calhoun V. Phase fMRI Reveals More Sparseness and Balance of Rest Brain Functional Connectivity Than Magnitude fMRI. Frontiers in Neuroscience. 13: 204. PMID 30936819 DOI: 10.3389/Fnins.2019.00204  0.336
2019 Salman MS, Du Y, Lin D, Fu Z, Fedorov A, Damaraju E, Sui J, Chen J, Mayer AR, Posse S, Mathalon DH, Ford JM, Van Erp T, Calhoun VD. Group ICA for identifying biomarkers in schizophrenia: 'Adaptive' networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression. Neuroimage. Clinical. 22: 101747. PMID 30921608 DOI: 10.1016/J.Nicl.2019.101747  0.334
2019 Yu Q, Chen J, Du Y, Sui J, Damaraju E, Turner JA, van Erp TGM, Macciardi F, Belger A, Ford JM, McEwen S, Mathalon DH, Mueller BA, Preda A, Vaidya J, ... ... Calhoun VD, et al. A method for building a genome-connectome bipartite graph model. Journal of Neuroscience Methods. PMID 30902651 DOI: 10.1016/J.Jneumeth.2019.03.011  0.339
2019 Kubera KM, Rashidi M, Schmitgen MM, Barth A, Hirjak D, Sambataro F, Calhoun VD, Wolf RC. Structure/function interrelationships in patients with schizophrenia who have persistent auditory verbal hallucinations: A multimodal MRI study using parallel ICA. Progress in Neuro-Psychopharmacology & Biological Psychiatry. PMID 30890460 DOI: 10.1016/J.Pnpbp.2019.03.007  0.378
2019 Hu W, Cai B, Zhang A, Calhoun VD, Wang YP. Deep collaborative learning with application to multimodal brain development study. Ieee Transactions On Bio-Medical Engineering. PMID 30872216 DOI: 10.1109/TBME.2019.2904301  0.326
2019 Chen Z, Zhou Q, Calhoun V. Phase fMRI informs whole-brain function connectivity balance across lifespan with connection-specific aging effects during the resting state. Brain Structure & Function. PMID 30826929 DOI: 10.1007/S00429-019-01850-8  0.333
2019 Wang M, Huang TZ, Fang J, Calhoun VD, Wang YP. Integration of imaging (epi)genomics data for the study of schizophrenia using group sparse joint nonnegative matrix factorization. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 30762565 DOI: 10.1109/Tcbb.2019.2899568  0.344
2019 Premi E, Calhoun VD, Diano M, Gazzina S, Cosseddu M, Alberici A, Archetti S, Paternicò D, Gasparotti R, van Swieten J, Galimberti D, Sanchez-Valle R, Laforce R, Moreno F, Synofzik M, et al. The inner fluctuations of the brain in presymptomatic Frontotemporal Dementia: The chronnectome fingerprint. Neuroimage. PMID 30716457 DOI: 10.1016/J.Neuroimage.2019.01.080  0.311
2019 Bhinge S, Mowakeaa R, Calhoun VD, Adali T. Extraction of time-varying spatio-temporal networks using parameter-tuned constrained IVA. Ieee Transactions On Medical Imaging. PMID 30676948 DOI: 10.1109/Tmi.2019.2893651  0.341
2019 Vergara VM, Abrol A, Calhoun VD. An average sliding window correlation method for dynamic functional connectivity. Human Brain Mapping. PMID 30659699 DOI: 10.1002/Hbm.24509  0.306
2019 Sanfratello L, Houck J, Calhoun VD. Dynamic Functional Network Connectivity In Schizophrenia With MEG And fMRI, Do Different Time Scales Tell A Different Story? Brain Connectivity. PMID 30632385 DOI: 10.1089/Brain.2018.0608  0.357
2019 Espinoza FA, Liu J, Ciarochi J, Turner JA, Vergara VM, Caprihan A, Misiura M, Johnson HJ, Long JD, Bockholt JH, Paulsen JS, Calhoun VD. Dynamic functional network connectivity in Huntington's disease and its associations with motor and cognitive measures. Human Brain Mapping. PMID 30618191 DOI: 10.1002/Hbm.24504  0.319
2018 Warnick R, Guindani M, Erhardt E, Allen E, Calhoun V, Vannucci M. A Bayesian Approach for Estimating Dynamic Functional Network Connectivity in fMRI Data. Journal of the American Statistical Association. 113: 134-151. PMID 30853734 DOI: 10.1080/01621459.2017.1379404  0.342
2018 Iraji A, Fu Z, Damaraju E, DeRamus TP, Lewis N, Bustillo JR, Lenroot RK, Belger A, Ford JM, McEwen S, Mathalon DH, Mueller BA, Pearlson GD, Potkin SG, Preda A, ... ... Calhoun VD, et al. Spatial dynamics within and between brain functional domains: A hierarchical approach to study time-varying brain function. Human Brain Mapping. PMID 30588687 DOI: 10.1002/Hbm.24505  0.307
2018 Xiao L, Stephen JM, Wilson TW, Calhoun VD, Wang Y. Alternating Diffusion Map Based Fusion of Multimodal Brain Connectivity Networks for IQ Prediction. Ieee Transactions On Bio-Medical Engineering. PMID 30507492 DOI: 10.1109/Tbme.2018.2884129  0.335
2018 Luo N, Tian L, Calhoun VD, Chen J, Lin D, Vergara VM, Rao S, Zhang F, Sui J. Exploring different impaired speed of genetic-related brain function and structures in schizophrenic progress using multimodal analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 4126-4129. PMID 30441263 DOI: 10.1109/EMBC.2018.8513313  0.308
2018 Cai B, Zhang G, Zhang A, Stephen JM, Wilson TW, Calhoun VD, Wang Y. Capturing Dynamic Connectivity from Resting State fMRI using Time-Varying Graphical Lasso. Ieee Transactions On Bio-Medical Engineering. PMID 30418876 DOI: 10.1109/Tbme.2018.2880428  0.348
2018 Levin-Schwartz Y, Calhoun VD, Adalı T. A method to compare the discriminatory power of data-driven methods: Application to ICA and IVA. Journal of Neuroscience Methods. 311: 267-276. PMID 30389489 DOI: 10.1016/J.Jneumeth.2018.10.008  0.318
2018 Yu Q, Du Y, Chen J, Sui J, Adali T, Pearlson G, Calhoun VD. Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 106: 886-906. PMID 30364630 DOI: 10.1109/JPROC.2018.2825200  0.316
2018 Rashid B, Chen J, Rashid I, Damaraju E, Liu J, Miller R, Agcaoglu O, van Erp TGM, Lim KO, Turner JA, Mathalon DH, Ford JM, Voyvodic J, Mueller BA, Belger A, ... ... Calhoun VD, et al. A framework for linking resting-state chronnectome/genome features in schizophrenia: A pilot study. Neuroimage. PMID 30300752 DOI: 10.1016/J.Neuroimage.2018.10.004  0.337
2018 Hjelm RD, Damaraju E, Cho K, Laufs H, Plis SM, Calhoun VD. Spatio-Temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks. Frontiers in Neuroscience. 12: 600. PMID 30294250 DOI: 10.3389/Fnins.2018.00600  0.323
2018 Long Q, Bhinge S, Levin-Schwartz Y, Boukouvalas Z, Calhoun VD, Adalı T. The role of diversity in data-driven analysis of multi-subject fMRI data: Comparison of approaches based on independence and sparsity using global performance metrics. Human Brain Mapping. PMID 30240499 DOI: 10.1002/Hbm.24389  0.326
2018 Du Y, Fu Z, Calhoun VD. Classification and Prediction of Brain Disorders Using Functional Connectivity: Promising but Challenging. Frontiers in Neuroscience. 12: 525. PMID 30127711 DOI: 10.3389/Fnins.2018.00525  0.358
2018 Zhi D, Calhoun VD, Lv L, Ma X, Ke Q, Fu Z, Du Y, Yang Y, Yang X, Pan M, Qi S, Jiang R, Yu Q, Sui J. Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder. Frontiers in Psychiatry. 9: 339. PMID 30108526 DOI: 10.3389/Fpsyt.2018.00339  0.312
2018 Amin MF, Plis SM, Chekroud A, Hjelm D, Damaraju E, Lee HJ, Bustillo JR, Cho K, Pearlson GD, Calhoun VD. Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia. Neuroimage. PMID 30055372 DOI: 10.1016/J.Neuroimage.2018.07.047  0.375
2018 Vergara VM, Mayer AR, Kiehl KA, Calhoun VD. Dynamic functional network connectivity discriminates mild traumatic brain injury through machine learning. Neuroimage. Clinical. 19: 30-37. PMID 30034999 DOI: 10.1016/J.Nicl.2018.03.017  0.305
2018 Zhang A, Fang J, Liang F, Calhoun VD, Wang Y. Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model. Ieee Journal of Biomedical and Health Informatics. PMID 29994624 DOI: 10.1109/JBHI.2018.2854659  0.386
2018 Gossmann A, Zille P, Calhoun V, Wang YP. FDR-Corrected Sparse Canonical Correlation Analysis with Applications to Imaging Genomics. Ieee Transactions On Medical Imaging. PMID 29993802 DOI: 10.1109/Tmi.2018.2815583  0.305
2018 Mennigen E, Miller RL, Rashid B, Fryer SL, Loewy RL, Stuart BK, Mathalon DH, Calhoun VD. Reduced higher-dimensional resting state fMRI dynamism in clinical high-risk individuals for schizophrenia identified by meta-state analysis. Schizophrenia Research. PMID 29907493 DOI: 10.1016/J.Schres.2018.06.007  0.313
2018 Liu S, Wang H, Song M, Lv L, Cui Y, Liu Y, Fan L, Zuo N, Xu K, Du Y, Yu Q, Luo N, Qi S, Yang J, Xie S, ... ... Calhoun VD, et al. Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population. Schizophrenia Bulletin. PMID 29897555 DOI: 10.1093/Schbul/Sby045  0.37
2018 Wu L, Caprihan A, Bustillo J, Mayer A, Calhoun V. An approach to directly link ICA and seed-based functional connectivity: Application to schizophrenia. Neuroimage. PMID 29894827 DOI: 10.1016/J.Neuroimage.2018.06.024  0.382
2018 Cai B, Zille P, Stephen JM, Wilson TW, Calhoun VD, Wang YP. Estimation of Dynamic Sparse Connectivity Patterns From Resting State fMRI. Ieee Transactions On Medical Imaging. 37: 1224-1234. PMID 29727285 DOI: 10.1109/Tmi.2017.2786553  0.337
2018 Rashid B, Blanken LME, Muetzel RL, Miller R, Damaraju E, Arbabshirani MR, Erhardt EB, Verhulst FC, van der Lugt A, Jaddoe VWV, Tiemeier H, White T, Calhoun V. Connectivity dynamics in typical development and its relationship to autistic traits and autism spectrum disorder. Human Brain Mapping. PMID 29602272 DOI: 10.1002/Hbm.24064  0.746
2018 Vergara VM, Yu Q, Calhoun VD. A Method to Assess Randomness of Functional Connectivity Matrices. Journal of Neuroscience Methods. PMID 29601886 DOI: 10.1016/J.Jneumeth.2018.03.015  0.302
2018 Chen J, Rashid B, Yu Q, Liu J, Lin D, Du Y, Sui J, Calhoun VD. Variability in Resting State Network and Functional Network Connectivity Associated With Schizophrenia Genetic Risk: A Pilot Study. Frontiers in Neuroscience. 12: 114. PMID 29545739 DOI: 10.3389/Fnins.2018.00114  0.358
2018 Steele VR, Maurer JM, Arbabshirani MR, Claus ED, Fink BC, Rao V, Calhoun VD, Kiehl KA. Machine Learning of Functional Magnetic Resonance Imaging Network Connectivity Predicts Substance Abuse Treatment Completion. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 3: 141-149. PMID 29529409 DOI: 10.1016/J.Bpsc.2017.07.003  0.728
2018 Lottman KK, White DM, Kraguljac NV, Reid MA, Calhoun VD, Catao F, Lahti AC. Four-way multimodal fusion of 7 T imaging data using an mCCA+jICA model in first-episode schizophrenia. Human Brain Mapping. PMID 29315951 DOI: 10.1002/Hbm.23906  0.329
2018 Du Y, Fryer SL, Lin D, Sui J, Yu Q, Chen J, Stuart B, Loewy RL, Calhoun VD, Mathalon DH. Identifying functional network changing patterns in individuals at clinical high-risk for psychosis and patients with early illness schizophrenia: A group ICA study. Neuroimage. Clinical. 17: 335-346. PMID 29159045 DOI: 10.1016/J.Nicl.2017.10.018  0.337
2018 Alam MA, Calhoun VD, Wang Y. Identifying outliers using multiple kernel canonical correlation analysis with application to imaging genetics Computational Statistics & Data Analysis. 125: 70-85. DOI: 10.1016/J.Csda.2018.03.013  0.34
2017 Abrol A, Rashid B, Rachakonda S, Damaraju E, Calhoun VD. Schizophrenia Shows Disrupted Links between Brain Volume and Dynamic Functional Connectivity. Frontiers in Neuroscience. 11: 624. PMID 29163021 DOI: 10.3389/Fnins.2017.00624  0.389
2017 Du Y, Fryer SL, Fu Z, Lin D, Sui J, Chen J, Damaraju E, Mennigen E, Stuart B, Mathalon DH, Calhoun VD. Dynamic functional connectivity impairments in early schizophrenia and clinical high-risk for psychosis. Neuroimage. PMID 29038030 DOI: 10.1016/J.Neuroimage.2017.10.022  0.325
2017 Gupta CN, Castro E, Rachkonda S, van Erp TGM, Potkin S, Ford JM, Mathalon D, Lee HJ, Mueller BA, Greve DN, Andreassen OA, Agartz I, Mayer AR, Stephen J, Jung RE, ... ... Calhoun VD, et al. Biclustered Independent Component Analysis for Complex Biomarker and Subtype Identification from Structural Magnetic Resonance Images in Schizophrenia. Frontiers in Psychiatry. 8: 179. PMID 29018368 DOI: 10.3389/Fpsyt.2017.00179  0.649
2017 Calhoun VD, de Lacy N. Ten Key Observations on the Analysis of Resting-state Functional MR Imaging Data Using Independent Component Analysis. Neuroimaging Clinics of North America. 27: 561-579. PMID 28985929 DOI: 10.1016/J.Nic.2017.06.012  0.309
2017 Fu Z, Tu Y, Di X, Du Y, Pearlson GD, Turner JA, Biswal BB, Zhang Z, Calhoun VD. Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: An application to schizophrenia. Neuroimage. PMID 28939432 DOI: 10.1016/J.Neuroimage.2017.09.035  0.342
2017 Abrol A, Damaraju E, Miller RL, Stephen JM, Claus ED, Mayer AR, Calhoun VD. Replicability of time-varying connectivity patterns in large resting state fMRI samples. Neuroimage. PMID 28916181 DOI: 10.1016/J.Neuroimage.2017.09.020  0.366
2017 Keilholz SD, Caballero-Gaudes C, Bandettini P, Deco G, Calhoun VD. Time-resolved resting state fMRI analysis: current status, challenges, and new directions. Brain Connectivity. PMID 28874061 DOI: 10.1089/Brain.2017.0543  0.33
2017 Aine CJ, Bockholt HJ, Bustillo JR, Cañive JM, Caprihan A, Gasparovic C, Hanlon FM, Houck JM, Jung RE, Lauriello J, Liu J, Mayer AR, Perrone-Bizzozero NI, Posse S, Stephen JM, ... ... Calhoun VD, et al. Multimodal Neuroimaging in Schizophrenia: Description and Dissemination. Neuroinformatics. PMID 28812221 DOI: 10.1007/S12021-017-9338-9  0.316
2017 Yu Q, Du Y, Chen J, He H, Sui J, Pearlson G, Calhoun VD. Comparing brain graphs in which nodes are regions of interest or independent components: a simulation study. Journal of Neuroscience Methods. PMID 28807861 DOI: 10.1016/J.Jneumeth.2017.08.007  0.301
2017 Calhoun VD, Wager TD, Krishnan A, Rosch KS, Seymour KE, Nebel MB, Mostofsky SH, Nyalakanai P, Kiehl K. The impact of T1 versus EPI spatial normalization templates for fMRI data analyses. Human Brain Mapping. PMID 28745021 DOI: 10.1002/Hbm.23737  0.304
2017 Qi S, Calhoun VD, van Erp TGM, Bustillo J, Damaraju E, Turner JA, Du Y, Yang J, Chen J, Yu Q, Mathalon DH, Ford JM, Voyvodic J, Mueller BA, Belger A, et al. Multimodal Fusion with Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia. Ieee Transactions On Medical Imaging. PMID 28708547 DOI: 10.1109/Tmi.2017.2725306  0.348
2017 Yaesoubi M, Miller RL, Bustillo J, Lim KO, Vaidya J, Calhoun VD. A joint time-frequency analysis of resting-state functional connectivity reveals novel patterns of connectivity shared between or unique to schizophrenia patients and healthy controls. Neuroimage. Clinical. 15: 761-768. PMID 28706851 DOI: 10.1016/J.Nicl.2017.06.023  0.326
2017 Zille P, Calhoun VD, Stephen JM, Wilson TW, Wang YP. Fused estimation of sparse connectivity patterns from rest fMRI. Application to comparison of children and adult brains. Ieee Transactions On Medical Imaging. PMID 28682248 DOI: 10.1109/Tmi.2017.2721640  0.329
2017 Du Y, Lin D, Yu Q, Sui J, Chen J, Rachakonda S, Adali T, Calhoun VD. Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data. Frontiers in Neuroscience. 11: 267. PMID 28579940 DOI: 10.3389/Fnins.2017.00267  0.317
2017 Xie H, Calhoun V, Gonzalez-Castillo J, Damaraju E, Miller R, Bandettini P, Mitra S. Whole-brain connectivity dynamics reflect both task-specific and individual-specific modulation: a multitask study. Neuroimage. PMID 28549798 DOI: 10.1016/J.Neuroimage.2017.05.050  0.308
2017 Du Y, Pearlson GD, Lin D, Sui J, Chen J, Salman M, Tamminga CA, Ivleva EI, Sweeney JA, Keshavan MS, Clementz BA, Bustillo J, Calhoun VD. Identifying dynamic functional connectivity biomarkers using GIG-ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder. Human Brain Mapping. PMID 28294459 DOI: 10.1002/Hbm.23553  0.407
2017 Levin-Schwartz Y, Calhoun VD, Adali T. Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia. Ieee Transactions On Medical Imaging. PMID 28287964 DOI: 10.1109/Tmi.2017.2678483  0.314
2017 Lottman KK, Kraguljac NV, White DM, Morgan CJ, Calhoun VD, Butt A, Lahti AC. Risperidone Effects on Brain Dynamic Connectivity-A Prospective Resting-State fMRI Study in Schizophrenia. Frontiers in Psychiatry. 8: 14. PMID 28220083 DOI: 10.3389/Fpsyt.2017.00014  0.338
2017 Kuang LD, Lin QH, Gong XF, Cong F, Calhoun VD. Adaptive Independent Vector Analysis for Multi-Subject Complex-Valued fMRI Data. Journal of Neuroscience Methods. PMID 28214528 DOI: 10.1016/J.Jneumeth.2017.01.017  0.304
2017 Yaesoubi M, Miller RL, Calhoun VD. Time-varying spectral power of resting-state fMRI networks reveal cross-frequency dependence in dynamic connectivity. Plos One. 12: e0171647. PMID 28192457 DOI: 10.1371/Journal.Pone.0171647  0.362
2016 Abrol A, Chaze C, Damaraju E, Calhoun VD. The chronnectome: Evaluating replicability of dynamic connectivity patterns in 7500 resting fMRI datasets. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5571-5574. PMID 28269517 DOI: 10.1109/EMBC.2016.7591989  0.306
2016 Vergara VM, Calhoun V. Randomness in resting state functional connectivity matrices. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5563-5566. PMID 28269516 DOI: 10.1109/EMBC.2016.7591987  0.375
2016 Shile Qi, Calhoun VD, van Erp TG, Damaraju E, Bustillo J, Yuhui Du, Turner JA, Mathalon DH, Ford JM, Voyvodic J, Mueller BA, Belger A, McEwen S, Potkin SG, Preda A, et al. Supervised multimodal fusion and its application in searching joint neuromarkers of working memory deficits in schizophrenia. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 4021-4026. PMID 28269167 DOI: 10.1109/EMBC.2016.7591609  0.328
2016 Wenxing Hu, Dongdong Lin, Calhoun VD, Yu-Ping Wang. Integration of SNPs-FMRI-methylation data with sparse multi-CCA for schizophrenia study. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3310-3313. PMID 28269013 DOI: 10.1109/EMBC.2016.7591436  0.361
2016 Su-Ping Deng, Dongdong Lin, Calhoun VD, Yu-Ping Wang. Predicting schizophrenia by fusing networks from SNPs, DNA methylation and fMRI data. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 1447-1450. PMID 28268598 DOI: 10.1109/EMBC.2016.7590981  0.305
2016 Vergara VM, Calhoun V, Vergara VM, Calhoun V, Calhoun V, Vergara VM. Randomness in resting state functional connectivity matrices. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 5563-5566. PMID 28227770 DOI: 10.1109/EMBC.2016.7591987  0.331
2016 Hu W, Lin D, Calhoun VD, Wang YP, Wenxing Hu, Dongdong Lin, Calhoun VD, Yu-Ping Wang, Calhoun VD, Wang YP, Hu W, Lin D. Integration of SNPs-FMRI-methylation data with sparse multi-CCA for schizophrenia study. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3310-3313. PMID 28227225 DOI: 10.1109/EMBC.2016.7591436  0.323
2016 Miller RL, Yaesoubi M, Calhoun VD. Cross-Frequency rs-fMRI Network Connectivity Patterns Manifest Differently for Schizophrenia Patients and Healthy Controls. Ieee Signal Processing Letters. 23: 1076-1080. PMID 28018124 DOI: 10.1109/Lsp.2016.2585182  0.333
2016 Zille P, Calhoun VD, Wang YP. ENFORCING CO-EXPRESSION IN MULTIMODAL REGRESSION FRAMEWORK. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 22: 105-116. PMID 27896966  0.353
2016 Vergara VM, Liu J, Claus ED, Hutchison K, Calhoun V. Alterations of Resting State Functional Network Connectivity in the Brain of Nicotine and Alcohol Users. Neuroimage. PMID 27864080 DOI: 10.1016/J.Neuroimage.2016.11.012  0.307
2016 McDonald AR, Muraskin J, Dam NT, Froehlich C, Puccio B, Pellman J, Bauer CC, Akeyson A, Breland MM, Calhoun VD, Carter S, Chang TP, Gessner C, Gianonne A, Giavasis S, et al. The Real-time fMRI Neurofeedback Based Stratification of Default Network Regulation Neuroimaging Data Repository. Neuroimage. PMID 27836708 DOI: 10.1016/J.Neuroimage.2016.10.048  0.376
2016 Cetin MS, Houck JM, Rashid B, Agacoglu O, Stephen JM, Sui J, Canive J, Mayer A, Aine C, Bustillo JR, Calhoun VD. Multimodal Classification of Schizophrenia Patients with MEG and fMRI Data Using Static and Dynamic Connectivity Measures. Frontiers in Neuroscience. 10: 466. PMID 27807403 DOI: 10.3389/Fnins.2016.00466  0.43
2016 Nomi JS, Vij SG, Dajani DR, Steimke R, Damaraju E, Rachakonda S, Calhoun VD, Uddin LQ. Chronnectomic Patterns and Neural Flexibility Underlie Executive Function. Neuroimage. PMID 27777174 DOI: 10.1016/J.Neuroimage.2016.10.026  0.807
2016 Yu Q, Wu L, Bridwell DA, Erhardt EB, Du Y, He H, Chen J, Liu P, Sui J, Pearlson G, Calhoun VD. Building an EEG-fMRI Multi-Modal Brain Graph: A Concurrent EEG-fMRI Study. Frontiers in Human Neuroscience. 10: 476. PMID 27733821 DOI: 10.3389/Fnhum.2016.00476  0.308
2016 Houck JM, Çetin MS, Mayer AR, Bustillo JR, Stephen J, Aine C, Cañive J, Perrone-Bizzozero N, Thoma RJ, Brookes MJ, Calhoun VD. Magnetoencephalographic and functional MRI connectomics in schizophrenia via intra- and inter-network connectivity. Neuroimage. PMID 27725313 DOI: 10.1016/J.Neuroimage.2016.10.011  0.411
2016 Xu J, Potenza MN, Calhoun VD, Zhang R, Yip SW, Wall JT, Pearlson GD, Worhunsky PD, Garrison KA, Moran JM. Large-scale functional network overlap is a general property of brain functional organization: Reconciling inconsistent fMRI findings from general-linear-model-based analyses. Neuroscience and Biobehavioral Reviews. 71: 83-100. PMID 27592153 DOI: 10.1016/J.Neubiorev.2016.08.035  0.361
2016 Marusak HA, Calhoun VD, Brown S, Crespo LM, Sala-Hamrick K, Gotlib IH, Thomason ME. Dynamic functional connectivity of neurocognitive networks in children. Human Brain Mapping. PMID 27534733 DOI: 10.1002/Hbm.23346  0.335
2016 Kambeitz J, Kambeitz-Ilankovic L, Cabral C, Dwyer DB, Calhoun VD, van den Heuvel MP, Falkai P, Koutsouleris N, Malchow B. Aberrant Functional Whole-Brain Network Architecture in Patients With Schizophrenia: A Meta-analysis. Schizophrenia Bulletin. 42: S13-21. PMID 27460615 DOI: 10.1093/Schbul/Sbv174  0.301
2016 Cabral C, Kambeitz-Ilankovic L, Kambeitz J, Calhoun VD, Dwyer DB, von Saldern S, Urquijo MF, Falkai P, Koutsouleris N. Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance. Schizophrenia Bulletin. 42: S110-7. PMID 27460614 DOI: 10.1093/Schbul/Sbw053  0.34
2016 Hare SM, Ford JM, Ahmadi A, Damaraju E, Belger A, Bustillo J, Lee HJ, Mathalon DH, Mueller BA, Preda A, van Erp TG, Potkin SG, Calhoun VD, Turner JA. Modality-Dependent Impact of Hallucinations on Low-Frequency Fluctuations in Schizophrenia. Schizophrenia Bulletin. PMID 27421792 DOI: 10.1093/Schbul/Sbw093  0.302
2016 Meng X, Jiang R, Lin D, Bustillo J, Jones T, Chen J, Yu Q, Du Y, Zhang Y, Jiang T, Sui J, Calhoun VD. Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data. Neuroimage. PMID 27177764 DOI: 10.1016/J.Neuroimage.2016.05.026  0.306
2016 Rashid B, Arbabshirani MR, Damaraju E, Cetin MS, Miller R, Pearlson GD, Calhoun VD. Classification Of Schizophrenia And Bipolar Patients Using Static And Dynamic Resting-State Fmri Brain Connectivity. Neuroimage. PMID 27118088 DOI: 10.1016/J.Neuroimage.2016.04.051  0.759
2016 Iraji A, Calhoun VD, Wiseman N, Davoodi-Bojd E, Avanaki MR, Haacke EM, Kou Z. The connectivity domain: Analyzing resting state fMRI data using feature-based data-driven and model-based methods. Neuroimage. PMID 27079528 DOI: 10.1016/J.Neuroimage.2016.04.006  0.301
2016 Thoma RJ, Chaze C, Lewine JD, Calhoun VD, Clark VP, Bustillo J, Houck J, Ford J, Bigelow R, Wilhelmi C, Stephen JM, Turner JA. Functional MRI Evaluation of Multiple Neural Networks Underlying Auditory Verbal Hallucinations in Schizophrenia Spectrum Disorders. Frontiers in Psychiatry. 7: 39. PMID 27065889 DOI: 10.3389/Fpsyt.2016.00039  0.32
2016 Levin-Schwartz Y, Song Y, Schreier PJ, Calhoun VD, Adal T. Sample-Poor Estimation of Order and Common Signal Subspace with Application to Fusion of Medical Imaging Data. Neuroimage. PMID 27039696 DOI: 10.1016/J.Neuroimage.2016.03.058  0.324
2016 Vergara VM, Mayer A, Damaraju E, Hutchison K, Calhoun V. The effect of preprocessing pipelines in subject classification and detection of abnormal resting state functional network connectivity using group ICA. Neuroimage. PMID 27033684 DOI: 10.1016/J.Neuroimage.2016.03.038  0.319
2016 Gopal S, Miller RL, Baum SA, Calhoun VD. Approaches to Capture Variance Differences in Rest fMRI Networks in the Spatial Geometric Features: Application to Schizophrenia. Frontiers in Neuroscience. 10: 85. PMID 27013947 DOI: 10.3389/Fnins.2016.00085  0.636
2016 Arbabshirani MR, Plis S, Sui J, Calhoun VD. Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls. Neuroimage. PMID 27012503 DOI: 10.1016/J.Neuroimage.2016.02.079  0.751
2016 Du W, Levin-Schwartz Y, Fu GS, Ma S, Calhoun VD, Adalı T. The Role of Diversity in Complex ICA Algorithms for fMRI Analysis. Journal of Neuroscience Methods. PMID 26993820 DOI: 10.1016/J.Jneumeth.2016.03.012  0.308
2016 Miller RL, Yaesoubi M, Turner JA, Mathalon D, Preda A, Pearlson G, Adali T, Calhoun VD. Higher Dimensional Meta-State Analysis Reveals Reduced Resting fMRI Connectivity Dynamism in Schizophrenia Patients. Plos One. 11: e0149849. PMID 26981625 DOI: 10.1371/Journal.Pone.0149849  0.368
2016 Castro E, Hjelm RD, Plis S, Dihn L, Turner J, Calhoun V. Deep Independence Network Analysis of Structural Brain Imaging: Application to Schizophrenia. Ieee Transactions On Medical Imaging. PMID 26891483 DOI: 10.1109/Tmi.2016.2527717  0.682
2016 Du Y, Allen EA, He H, Sui J, Wu L, Calhoun VD. Artifact removal in the context of group ICA: A comparison of single-subject and group approaches. Human Brain Mapping. 37: 1005-25. PMID 26859308 DOI: 10.1002/Hbm.23086  0.317
2016 Amin MF, Plis SM, Damaraju E, Hjelm D, Cho K, Calhoun VD. Multimodal fusion of brain structural and functional imaging with a deep neural machine translation approach Proceedings of the Ieee Southwest Symposium On Image Analysis and Interpretation. 2016: 1-4. DOI: 10.1109/SSIAI.2016.7459160  0.34
2016 Calhoun VD, Adali T. Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states Ieee Signal Processing Magazine. 33: 52-66. DOI: 10.1109/Msp.2015.2478915  0.336
2015 Cetin MS, Houck JM, Vergara VM, Miller RL, Calhoun V. Multimodal based classification of schizophrenia patients. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 2629-32. PMID 26736831 DOI: 10.1109/EMBC.2015.7318931  0.359
2015 Wang Z, Meda SA, Keshavan MS, Tamminga CA, Sweeney JA, Clementz BA, Schretlen DJ, Calhoun VD, Lui S, Pearlson GD. Large-Scale Fusion of Gray Matter and Resting-State Functional MRI Reveals Common and Distinct Biological Markers across the Psychosis Spectrum in the B-SNIP Cohort. Frontiers in Psychiatry. 6: 174. PMID 26732139 DOI: 10.3389/Fpsyt.2015.00174  0.356
2015 Du Y, Pearlson GD, Yu Q, He H, Lin D, Sui J, Wu L, Calhoun VD. Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach. Schizophrenia Research. PMID 26654933 DOI: 10.1016/J.Schres.2015.11.021  0.301
2015 Keator DB, van Erp TG, Turner JA, Glover GH, Mueller BA, Liu TT, Voyvodic JT, Rasmussen J, Calhoun VD, Lee HJ, Toga AW, McEwen S, Ford JM, Mathalon DH, Diaz M, et al. The Function Biomedical Informatics Research Network Data Repository. Neuroimage. PMID 26364863 DOI: 10.1016/J.Neuroimage.2015.09.003  0.338
2015 Wu L, Calhoun VD, Jung RE, Caprihan A. Connectivity-based whole brain dual parcellation by group ICA reveals tract structures and decreased connectivity in schizophrenia. Human Brain Mapping. PMID 26291689 DOI: 10.1002/Hbm.22945  0.356
2015 Du Y, Pearlson GD, Liu J, Sui J, Yu Q, He H, Castro E, Calhoun VD. A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders. Neuroimage. 122: 272-280. PMID 26216278 DOI: 10.1016/J.Neuroimage.2015.07.054  0.688
2015 Yaesoubi M, Allen EA, Miller RL, Calhoun VD. Dynamic coherence analysis of resting fMRI data to jointly capture state-based phase, frequency, and time-domain information. Neuroimage. 120: 133-142. PMID 26162552 DOI: 10.1016/J.Neuroimage.2015.07.002  0.318
2015 Miller RL, Erhardt EB, Agcaoglu O, Allen EA, Michael AM, Turner JA, Bustillo J, Ford JM, Mathalon DH, Van Erp TG, Potkin S, Preda A, Pearlson G, Calhoun VD. Multidimensional frequency domain analysis of full-volume fMRI reveals significant effects of age, gender, and mental illness on the spatiotemporal organization of resting-state brain activity. Frontiers in Neuroscience. 9: 203. PMID 26136646 DOI: 10.3389/Fnins.2015.00203  0.758
2015 Wang J, Cao H, Liao Y, Liu W, Tan L, Tang Y, Chen J, Xu X, Li H, Luo C, Liu C, Ries Merikangas K, Calhoun V, Tang J, Shugart YY, et al. Three dysconnectivity patterns in treatment-resistant schizophrenia patients and their unaffected siblings. Neuroimage. Clinical. 8: 95-103. PMID 26106532 DOI: 10.1016/J.Nicl.2015.03.017  0.323
2015 Gopal S, Miller RL, Michael A, Adali T, Cetin M, Rachakonda S, Bustillo JR, Cahill N, Baum SA, Calhoun VD. Spatial Variance in Resting fMRI Networks of Schizophrenia Patients: An Independent Vector Analysis. Schizophrenia Bulletin. PMID 26106217 DOI: 10.1093/Schbul/Sbv085  0.789
2015 Çetin MS, Khullar S, Damaraju E, Michael AM, Baum SA, Calhoun VD. Enhanced disease characterization through multi network functional normalization in fMRI. Frontiers in Neuroscience. 9: 95. PMID 25873853 DOI: 10.3389/Fnins.2015.00095  0.831
2015 Laney J, Westlake KP, Ma S, Woytowicz E, Calhoun VD, Adal? T. Capturing subject variability in fMRI data: A graph-theoretical analysis of GICA vs. IVA. Journal of Neuroscience Methods. 247: 32-40. PMID 25797843 DOI: 10.1016/J.Jneumeth.2015.03.019  0.317
2015 Gupta CN, Chen J, Liu J, Damaraju E, Wright C, Perrone-Bizzozero NI, Pearlson G, Luo L, Michael AM, Turner JA, Calhoun VD. Genetic markers of white matter integrity in schizophrenia revealed by parallel ICA. Frontiers in Human Neuroscience. 9: 100. PMID 25784871 DOI: 10.3389/Fnhum.2015.00100  0.675
2015 Xu J, Calhoun VD, Worhunsky PD, Xiang H, Li J, Wall JT, Pearlson GD, Potenza MN. Functional network overlap as revealed by fMRI using sICA and its potential relationships with functional heterogeneity, balanced excitation and inhibition, and sparseness of neuron activity. Plos One. 10: e0117029. PMID 25714362 DOI: 10.1371/Journal.Pone.0117029  0.301
2015 Yu Q, Erhardt EB, Sui J, Du Y, He H, Hjelm D, Cetin MS, Rachakonda S, Miller RL, Pearlson G, Calhoun VD. Assessing dynamic brain graphs of time-varying connectivity in fMRI data: application to healthy controls and patients with schizophrenia. Neuroimage. 107: 345-55. PMID 25514514 DOI: 10.1016/J.Neuroimage.2014.12.020  0.346
2015 Yaesoubi M, Miller RL, Calhoun VD. Mutually temporally independent connectivity patterns: a new framework to study the dynamics of brain connectivity at rest with application to explain group difference based on gender. Neuroimage. 107: 85-94. PMID 25485713 DOI: 10.1016/J.Neuroimage.2014.11.054  0.347
2015 Hunter MA, Coffman BA, Gasparovic C, Calhoun VD, Trumbo MC, Clark VP. Baseline effects of transcranial direct current stimulation on glutamatergic neurotransmission and large-scale network connectivity. Brain Research. 1594: 92-107. PMID 25312829 DOI: 10.1016/J.Brainres.2014.09.066  0.303
2015 He H, Bustillo J, Du Y, Yu Q, Jones TR, Jiang T, Calhoun VD, Sui J. Resting fMRI measures are associated with cognitive deficits in schizophrenia assessed by the MATRICS consensus cognitive battery Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9417. DOI: 10.1117/12.2083171  0.339
2015 Castro E, Ulloa A, Plis SM, Turner JA, Calhoun VD. Generation of synthetic structural magnetic resonance images for deep learning pre-training Proceedings - International Symposium On Biomedical Imaging. 2015: 1057-1060. DOI: 10.1109/ISBI.2015.7164053  0.538
2015 Rashid B, Arbabshirani MR, Damaraju E, Millar R, Cetin MS, Pearlson GD, Calhoun VD. Classification of schizophrenia and bipolar patients using static and time-varying resting-state FMRI brain connectivity Proceedings - International Symposium On Biomedical Imaging. 2015: 251-254. DOI: 10.1109/ISBI.2015.7163861  0.691
2014 Zuo XN, Anderson JS, Bellec P, Birn RM, Biswal BB, Blautzik J, Breitner JC, Buckner RL, Calhoun VD, Castellanos FX, Chen A, Chen B, Chen J, Chen X, Colcombe SJ, et al. An open science resource for establishing reliability and reproducibility in functional connectomics. Scientific Data. 1: 140049. PMID 25977800 DOI: 10.1038/Sdata.2014.49  0.304
2014 Arbabshirani MR, Castro E, Calhoun VD. Accurate classification of schizophrenia patients based on novel resting-state fMRI features. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6691-4. PMID 25571531 DOI: 10.1109/EMBC.2014.6945163  0.845
2014 Ulloa A, Jingyu Liu, Vergara V, Jiayu Chen, Calhoun V, Pattichis M. Three-way parallel independent component analysis for imaging genetics using multi-objective optimization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6651-4. PMID 25571521 DOI: 10.1109/EMBC.2014.6945153  0.34
2014 Sui J, Castro E, He H, Bridwell D, Du Y, Pearlson GD, Jiang T, Calhoun VD. Combination of FMRI-SMRI-EEG data improves discrimination of schizophrenia patients by ensemble feature selection. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 3889-92. PMID 25570841 DOI: 10.1109/EMBC.2014.6944473  0.655
2014 Miller RL, Yaesoubi M, Calhoun VD. Higher dimensional analysis shows reduced dynamism of time-varying network connectivity in schizophrenia patients. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 3837-40. PMID 25570828 DOI: 10.1109/EMBC.2014.6944460  0.362
2014 Castro E, Gupta CN, Martínez-Ramón M, Calhoun VD, Arbabshirani MR, Turner J. Identification of patterns of gray matter abnormalities in schizophrenia using source-based morphometry and bagging. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 1513-6. PMID 25570257 DOI: 10.1109/EMBC.2014.6943889  0.823
2014 Yuhui Du, Allen EA, Hao He, Jing Sui, Calhoun VD. Brain functional networks extraction based on fMRI artifact removal: Single subject and group approaches. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 1026-9. PMID 25570136 DOI: 10.1109/EMBC.2014.6943768  0.313
2014 Arbabshirani MR, Pattichis MS, Ulloa A, Calhoun VD. Detecting volumetric changes in fMRI connectivity networks in schizophrenia patients. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 726-9. PMID 25570061 DOI: 10.1109/EMBC.2014.6943693  0.787
2014 Rashid B, Damaraju E, Pearlson GD, Calhoun VD. Dynamic connectivity states estimated from resting fMRI Identify differences among Schizophrenia, bipolar disorder, and healthy control subjects. Frontiers in Human Neuroscience. 8: 897. PMID 25426048 DOI: 10.3389/Fnhum.2014.00897  0.337
2014 Calhoun VD, Miller R, Pearlson G, Adalı T. The chronnectome: time-varying connectivity networks as the next frontier in fMRI data discovery. Neuron. 84: 262-74. PMID 25374354 DOI: 10.1016/J.Neuron.2014.10.015  0.336
2014 Damaraju E, Allen EA, Belger A, Ford JM, McEwen S, Mathalon DH, Mueller BA, Pearlson GD, Potkin SG, Preda A, Turner JA, Vaidya JG, van Erp TG, Calhoun VD. Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia. Neuroimage. Clinical. 5: 298-308. PMID 25161896 DOI: 10.1016/J.Nicl.2014.07.003  0.338
2014 Arbabshirani MR, Damaraju E, Phlypo R, Plis S, Allen E, Ma S, Mathalon D, Preda A, Vaidya JG, Adali T, Calhoun VD. Impact of autocorrelation on functional connectivity. Neuroimage. 102: 294-308. PMID 25072392 DOI: 10.1016/J.Neuroimage.2014.07.045  0.77
2014 Michael AM, Anderson M, Miller RL, Adal? T, Calhoun VD. Preserving subject variability in group fMRI analysis: performance evaluation of GICA vs. IVA. Frontiers in Systems Neuroscience. 8: 106. PMID 25018704 DOI: 10.3389/Fnsys.2014.00106  0.729
2014 Cope LM, Ermer E, Gaudet LM, Steele VR, Eckhardt AL, Arbabshirani MR, Caldwell MF, Calhoun VD, Kiehl KA. Abnormal brain structure in youth who commit homicide. Neuroimage. Clinical. 4: 800-7. PMID 24936430 DOI: 10.1016/J.Nicl.2014.05.002  0.722
2014 Vergara VM, Ulloa A, Calhoun VD, Boutte D, Chen J, Liu J. A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function. Neuroimage. 98: 386-94. PMID 24795156 DOI: 10.1016/J.Neuroimage.2014.04.060  0.316
2014 Sarwate AD, Plis SM, Turner JA, Arbabshirani MR, Calhoun VD. Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation. Frontiers in Neuroinformatics. 8: 35. PMID 24778614 DOI: 10.3389/Fninf.2014.00035  0.748
2014 Meda SA, Ruaño G, Windemuth A, O'Neil K, Berwise C, Dunn SM, Boccaccio LE, Narayanan B, Kocherla M, Sprooten E, Keshavan MS, Tamminga CA, Sweeney JA, Clementz BA, Calhoun VD, et al. Multivariate analysis reveals genetic associations of the resting default mode network in psychotic bipolar disorder and schizophrenia. Proceedings of the National Academy of Sciences of the United States of America. 111: E2066-75. PMID 24778245 DOI: 10.1073/Pnas.1313093111  0.343
2014 Çetin MS, Christensen F, Abbott CC, Stephen JM, Mayer AR, Cañive JM, Bustillo JR, Pearlson GD, Calhoun VD. Thalamus and posterior temporal lobe show greater inter-network connectivity at rest and across sensory paradigms in schizophrenia. Neuroimage. 97: 117-26. PMID 24736181 DOI: 10.1016/J.Neuroimage.2014.04.009  0.357
2014 Cao H, Duan J, Lin D, Shugart YY, Calhoun V, Wang YP. Sparse representation based biomarker selection for schizophrenia with integrated analysis of fMRI and SNPs Neuroimage. 102: 220-228. PMID 24530838 DOI: 10.1016/J.Neuroimage.2014.01.021  0.315
2014 Ma S, Calhoun VD, Phlypo R, Adalı T. Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis. Neuroimage. 90: 196-206. PMID 24418507 DOI: 10.1016/J.Neuroimage.2013.12.063  0.369
2014 Steele VR, Fink BC, Maurer JM, Arbabshirani MR, Wilber CH, Jaffe AJ, Sidz A, Pearlson GD, Calhoun VD, Clark VP, Kiehl KA. Brain potentials measured during a Go/NoGo task predict completion of substance abuse treatment. Biological Psychiatry. 76: 75-83. PMID 24238783 DOI: 10.1016/J.Biopsych.2013.09.030  0.681
2014 Castro E, Gómez-Verdejo V, Martínez-Ramón M, Kiehl KA, Calhoun VD. A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: application to schizophrenia. Neuroimage. 87: 1-17. PMID 24225489 DOI: 10.1016/J.Neuroimage.2013.10.065  0.688
2014 Calhoun VD. Brain connectivity: an opening window into addiction. The American Journal of Drug and Alcohol Abuse. 39: 343-4. PMID 24200203 DOI: 10.3109/00952990.2013.856665  0.311
2014 Sui J, Huster R, Yu Q, Segall JM, Calhoun VD. Function-structure associations of the brain: evidence from multimodal connectivity and covariance studies. Neuroimage. 102: 11-23. PMID 24084066 DOI: 10.1016/J.Neuroimage.2013.09.044  0.322
2014 Plis SM, Sui J, Lane T, Roy S, Clark VP, Potluru VK, Huster RJ, Michael A, Sponheim SR, Weisend MP, Calhoun VD. High-order interactions observed in multi-task intrinsic networks are dominant indicators of aberrant brain function in schizophrenia. Neuroimage. 102: 35-48. PMID 23876245 DOI: 10.1016/J.Neuroimage.2013.07.041  0.747
2014 Allen EA, Damaraju E, Plis SM, Erhardt EB, Eichele T, Calhoun VD. Tracking whole-brain connectivity dynamics in the resting state. Cerebral Cortex (New York, N.Y. : 1991). 24: 663-76. PMID 23146964 DOI: 10.1093/Cercor/Bhs352  0.331
2014 Gopal S, Miller R, Michael A, Adali T, Baum SA, Calhoun VD. A study of spatial variation in fMRI brain networks via independent vector analysis: Application to schizophrenia Proceedings - 2014 International Workshop On Pattern Recognition in Neuroimaging, Prni 2014. DOI: 10.1109/PRNI.2014.6858520  0.44
2014 Silva RF, Castro E, Gupta CN, Cetin M, Arbabshirani M, Potluru VK, Plis SM, Calhoun VD. The tenth annual MLSP competition: Schizophrenia classification challenge Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2014.6958889  0.807
2014 Plis S, Sarwate A, Turner J, Arbabshirani M, Calhoun V. From private sites to big data without compromising privacy: A case of neuroimaging data classification Value in Health. 17: A190. DOI: 10.1016/J.Jval.2014.03.1108  0.691
2013 Calhoun VD, Allen E. Extracting Intrinsic Functional Networks with Feature-Based Group Independent Component Analysis Psychometrika. 78: 243-259. PMID 25107615 DOI: 10.1007/S11336-012-9291-3  0.357
2013 Stingo FC, Guindani M, Vannucci M, Calhoun VD. An Integrative Bayesian Modeling Approach to Imaging Genetics. Journal of the American Statistical Association. 108. PMID 24298194 DOI: 10.1080/01621459.2013.804409  0.332
2013 Yu Q, Sui J, Kiehl KA, Pearlson G, Calhoun VD. State-related functional integration and functional segregation brain networks in schizophrenia. Schizophrenia Research. 150: 450-8. PMID 24094882 DOI: 10.1016/J.Schres.2013.09.016  0.339
2013 Vakhtin AA, Calhoun VD, Jung RE, Prestopnik JL, Taylor PA, Ford CC. Changes in intrinsic functional brain networks following blast-induced mild traumatic brain injury. Brain Injury. 27: 1304-10. PMID 24020442 DOI: 10.3109/02699052.2013.823561  0.301
2013 Arbabshirani MR, Kiehl KA, Pearlson GD, Calhoun VD. Classification of schizophrenia patients based on resting-state functional network connectivity. Frontiers in Neuroscience. 7: 133. PMID 23966903 DOI: 10.3389/Fnins.2013.00133  0.785
2013 Turner JA, Damaraju E, van Erp TG, Mathalon DH, Ford JM, Voyvodic J, Mueller BA, Belger A, Bustillo J, McEwen S, Potkin SG, Fbirn, Calhoun VD. A multi-site resting state fMRI study on the amplitude of low frequency fluctuations in schizophrenia. Frontiers in Neuroscience. 7: 137. PMID 23964193 DOI: 10.3389/Fnins.2013.00137  0.301
2013 Roth C, Gupta CN, Plis SM, Damaraju E, Khullar S, Calhoun VD, Bridwell DA. The influence of visuospatial attention on unattended auditory 40 Hz responses. Frontiers in Human Neuroscience. 7: 370. PMID 23874286 DOI: 10.3389/Fnhum.2013.00370  0.78
2013 Stephen JM, Coffman BA, Jung RE, Bustillo JR, Aine CJ, Calhoun VD. Using joint ICA to link function and structure using MEG and DTI in schizophrenia. Neuroimage. 83: 418-30. PMID 23777757 DOI: 10.1016/J.Neuroimage.2013.06.038  0.308
2013 Gollub RL, Shoemaker JM, King MD, White T, Ehrlich S, Sponheim SR, Clark VP, Turner JA, Mueller BA, Magnotta V, O'Leary D, Ho BC, Brauns S, Manoach DS, Seidman L, ... ... Calhoun VD, et al. The MCIC collection: a shared repository of multi-modal, multi-site brain image data from a clinical investigation of schizophrenia. Neuroinformatics. 11: 367-88. PMID 23760817 DOI: 10.1007/S12021-013-9184-3  0.301
2013 Sui J, He H, Yu Q, Chen J, Rogers J, Pearlson GD, Mayer A, Bustillo J, Canive J, Calhoun VD. Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA. Frontiers in Human Neuroscience. 7: 235. PMID 23755002 DOI: 10.3389/Fnhum.2013.00235  0.359
2013 Khadka S, Meda SA, Stevens MC, Glahn DC, Calhoun VD, Sweeney JA, Tamminga CA, Keshavan MS, O'Neil K, Schretlen D, Pearlson GD. Is aberrant functional connectivity a psychosis endophenotype? A resting state functional magnetic resonance imaging study. Biological Psychiatry. 74: 458-66. PMID 23746539 DOI: 10.1016/J.Biopsych.2013.04.024  0.304
2013 Hutchison RM, Womelsdorf T, Allen EA, Bandettini PA, Calhoun VD, Corbetta M, Della Penna S, Duyn JH, Glover GH, Gonzalez-Castillo J, Handwerker DA, Keilholz S, Kiviniemi V, Leopold DA, de Pasquale F, et al. Dynamic functional connectivity: promise, issues, and interpretations. Neuroimage. 80: 360-78. PMID 23707587 DOI: 10.1016/J.Neuroimage.2013.05.079  0.307
2013 Franco AR, Mannell MV, Calhoun VD, Mayer AR. Impact of analysis methods on the reproducibility and reliability of resting-state networks. Brain Connectivity. 3: 363-74. PMID 23705789 DOI: 10.1089/Brain.2012.0134  0.326
2013 Yu Q, Sui J, Liu J, Plis SM, Kiehl KA, Pearlson G, Calhoun VD. Disrupted correlation between low frequency power and connectivity strength of resting state brain networks in schizophrenia. Schizophrenia Research. 143: 165-71. PMID 23182443 DOI: 10.1016/J.Schres.2012.11.001  0.305
2013 Sui J, He H, Pearlson GD, Adali T, Kiehl KA, Yu Q, Clark VP, Castro E, White T, Mueller BA, Ho BC, Andreasen NC, Calhoun VD. Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia. Neuroimage. 66: 119-32. PMID 23108278 DOI: 10.1016/J.Neuroimage.2012.10.051  0.669
2013 Arbabshirani MR, Havlicek M, Kiehl KA, Pearlson GD, Calhoun VD. Functional network connectivity during rest and task conditions: a comparative study. Human Brain Mapping. 34: 2959-71. PMID 22736522 DOI: 10.1002/Hbm.22118  0.77
2012 Li YO, Adalı T, Calhoun VD. Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis. Journal of Signal Processing Systems. 68: 31-48. PMID 23750290 DOI: 10.1007/s11265-010-0572-8  0.324
2012 Sui J, He H, Liu J, Yu Q, Adali T, Pearlson GD, Calhoun VD. Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2692-5. PMID 23366480 DOI: 10.1109/EMBC.2012.6346519  0.328
2012 Yu Q, Allen EA, Sui J, Arbabshirani MR, Pearlson G, Calhoun VD. Brain connectivity networks in schizophrenia underlying resting state functional magnetic resonance imaging. Current Topics in Medicinal Chemistry. 12: 2415-25. PMID 23279180 DOI: 10.2174/156802612805289890  0.792
2012 Calhoun VD, Adalı T. Multisubject independent component analysis of fMRI: a decade of intrinsic networks, default mode, and neurodiagnostic discovery. Ieee Reviews in Biomedical Engineering. 5: 60-73. PMID 23231989 DOI: 10.1109/Rbme.2012.2211076  0.315
2012 Calhoun VD, Hugdahl K. Cognition and neuroimaging in schizophrenia. Frontiers in Human Neuroscience. 6: 276. PMID 23060779 DOI: 10.3389/Fnhum.2012.00276  0.367
2012 Turner JA, Calhoun VD, Michael A, van Erp TG, Ehrlich S, Segall JM, Gollub RL, Csernansky J, Potkin SG, Ho BC, Bustillo J, Schulz SC, FBIRN, Wang L. Heritability of multivariate gray matter measures in schizophrenia. Twin Research and Human Genetics : the Official Journal of the International Society For Twin Studies. 15: 324-35. PMID 22856368 DOI: 10.1017/Thg.2012.1  0.717
2012 Du W, Calhoun VD, Li H, Ma S, Eichele T, Kiehl KA, Pearlson GD, Adali T. High classification accuracy for schizophrenia with rest and task FMRI data. Frontiers in Human Neuroscience. 6: 145. PMID 22675292 DOI: 10.3389/Fnhum.2012.00145  0.337
2012 Ma S, Calhoun VD, Eichele T, Du W, Adalı T. Modulations of functional connectivity in the healthy and schizophrenia groups during task and rest. Neuroimage. 62: 1694-704. PMID 22634855 DOI: 10.1016/J.Neuroimage.2012.05.048  0.371
2012 Calhoun VD, Eichele T, Adal? T, Allen EA. Decomposing the brain: components and modes, networks and nodes. Trends in Cognitive Sciences. 16: 255-6. PMID 22487186 DOI: 10.1016/J.Tics.2012.03.008  0.322
2012 Sugranyes G, Kyriakopoulos M, Dima D, O'Muircheartaigh J, Corrigall R, Pendelbury G, Hayes D, Calhoun VD, Frangou S. Multimodal analyses identify linked functional and white matter abnormalities within the working memory network in schizophrenia. Schizophrenia Research. 138: 136-42. PMID 22475381 DOI: 10.1016/J.Schres.2012.03.011  0.312
2012 Segall JM, Allen EA, Jung RE, Erhardt EB, Arja SK, Kiehl K, Calhoun VD. Correspondence between structure and function in the human brain at rest. Frontiers in Neuroinformatics. 6: 10. PMID 22470337 DOI: 10.3389/Fninf.2012.00010  0.314
2012 Luo L, Xu L, Jung R, Pearlson G, Adali T, Calhoun VD. Constrained source-based morphometry identifies structural networks associated with default mode network. Brain Connectivity. 2: 33-43. PMID 22468608 DOI: 10.1089/Brain.2011.0026  0.654
2012 Chen J, Calhoun VD, Pearlson GD, Ehrlich S, Turner JA, Ho BC, Wassink TH, Michael AM, Liu J. Multifaceted genomic risk for brain function in schizophrenia. Neuroimage. 61: 866-75. PMID 22440650 DOI: 10.1016/J.Neuroimage.2012.03.022  0.71
2012 Sui J, Yu Q, He H, Pearlson GD, Calhoun VD. A selective review of multimodal fusion methods in schizophrenia. Frontiers in Human Neuroscience. 6: 27. PMID 22375114 DOI: 10.3389/Fnhum.2012.00027  0.308
2012 Liu J, Ghassemi MM, Michael AM, Boutte D, Wells W, Perrone-Bizzozero N, Macciardi F, Mathalon DH, Ford JM, Potkin SG, Turner JA, Calhoun VD. An ICA with reference approach in identification of genetic variation and associated brain networks. Frontiers in Human Neuroscience. 6: 21. PMID 22371699 DOI: 10.3389/Fnhum.2012.00021  0.732
2012 Allen EA, Erhardt EB, Wei Y, Eichele T, Calhoun VD. Capturing inter-subject variability with group independent component analysis of fMRI data: a simulation study. Neuroimage. 59: 4141-59. PMID 22019879 DOI: 10.1016/J.Neuroimage.2011.10.010  0.304
2012 Xu L, Adali T, Schretlen D, Pearlson G, Calhoun VD. Structural angle and power images reveal interrelated gray and white matter abnormalities in schizophrenia. Neurology Research International. 2012: 735249. PMID 22013523 DOI: 10.1155/2012/735249  0.65
2012 Calhoun VD, Pearlson GD. A selective review of simulated driving studies: Combining naturalistic and hybrid paradigms, analysis approaches, and future directions. Neuroimage. 59: 25-35. PMID 21718791 DOI: 10.1016/J.Neuroimage.2011.06.037  0.331
2012 Rodriguez PA, Adali T, Calhoun VD. Complex-valued analysis and visualization of fMRI data for event-related and block-design paradigms Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2012.6349790  0.351
2012 Lanius R, Ros T, Theberge J, Frewen P, Kluetsch R, Densmore M, Calhoun V. Mind over chatter: plastic up-regulation of the fMRI alertness network by EEG neurofeedback Nature Precedings. 7: 1-1. DOI: 10.1038/Npre.2012.7060.1  0.313
2011 Calhoun VD, Sui J, Kiehl K, Turner J, Allen E, Pearlson G. Exploring the psychosis functional connectome: aberrant intrinsic networks in schizophrenia and bipolar disorder. Frontiers in Psychiatry. 2: 75. PMID 22291663 DOI: 10.3389/Fpsyt.2011.00075  0.343
2011 Scott A, Courtney W, Wood D, de la Garza R, Lane S, King M, Wang R, Roberts J, Turner JA, Calhoun VD. COINS: An Innovative Informatics and Neuroimaging Tool Suite Built for Large Heterogeneous Datasets. Frontiers in Neuroinformatics. 5: 33. PMID 22275896 DOI: 10.3389/Fninf.2011.00033  0.301
2011 Yu Q, Plis SM, Erhardt EB, Allen EA, Sui J, Kiehl KA, Pearlson G, Calhoun VD. Modular Organization of Functional Network Connectivity in Healthy Controls and Patients with Schizophrenia during the Resting State. Frontiers in Systems Neuroscience. 5: 103. PMID 22275887 DOI: 10.3389/Fnsys.2011.00103  0.358
2011 Arbabshirani MR, Calhoun VD. Functional network connectivity during rest and task: comparison of healthy controls and schizophrenic patients. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 4418-21. PMID 22255319 DOI: 10.1109/IEMBS.2011.6091096  0.786
2011 Caprihan A, Abbott C, Yamamoto J, Pearlson G, Perrone-Bizzozero N, Sui J, Calhoun VD. Source-based morphometry analysis of group differences in fractional anisotropy in schizophrenia. Brain Connectivity. 1: 133-45. PMID 22180852 DOI: 10.1089/Brain.2011.0015  0.306
2011 Khullar S, Michael AM, Cahill ND, Kiehl KA, Pearlson G, Baum SA, Calhoun VD. ICA-fNORM: Spatial Normalization of fMRI Data Using Intrinsic Group-ICA Networks. Frontiers in Systems Neuroscience. 5: 93. PMID 22110427 DOI: 10.3389/Fnsys.2011.00093  0.837
2011 Yu Q, Sui J, Rachakonda S, He H, Gruner W, Pearlson G, Kiehl KA, Calhoun VD. Altered topological properties of functional network connectivity in schizophrenia during resting state: a small-world brain network study. Plos One. 6: e25423. PMID 21980454 DOI: 10.1371/Journal.Pone.0025423  0.374
2011 Ma S, Correa NM, Li XL, Eichele T, Calhoun VD, Adalı T. Automatic identification of functional clusters in FMRI data using spatial dependence. Ieee Transactions On Bio-Medical Engineering. 58: 3406-17. PMID 21900068 DOI: 10.1109/Tbme.2011.2167149  0.341
2011 Michael AM, King MD, Ehrlich S, Pearlson G, White T, Holt DJ, Andreasen NC, Sakoglu U, Ho BC, Schulz SC, Calhoun VD. A Data-Driven Investigation of Gray Matter-Function Correlations in Schizophrenia during a Working Memory Task. Frontiers in Human Neuroscience. 5: 71. PMID 21886614 DOI: 10.3389/Fnhum.2011.00071  0.717
2011 Castro E, Martínez-Ramón M, Pearlson G, Sui J, Calhoun VD. Characterization of groups using composite kernels and multi-source fMRI analysis data: application to schizophrenia. Neuroimage. 58: 526-36. PMID 21723948 DOI: 10.1016/J.Neuroimage.2011.06.044  0.69
2011 Sui J, Pearlson G, Caprihan A, Adali T, Kiehl KA, Liu J, Yamamoto J, Calhoun VD. Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. Neuroimage. 57: 839-55. PMID 21640835 DOI: 10.1016/J.Neuroimage.2011.05.055  0.328
2011 Plis SM, Weisend MP, Damaraju E, Eichele T, Mayer A, Clark VP, Lane T, Calhoun VD. Effective connectivity analysis of fMRI and MEG data collected under identical paradigms. Computers in Biology and Medicine. 41: 1156-65. PMID 21592468 DOI: 10.1016/J.Compbiomed.2011.04.011  0.33
2011 Allen EA, Erhardt EB, Damaraju E, Gruner W, Segall JM, Silva RF, Havlicek M, Rachakonda S, Fries J, Kalyanam R, Michael AM, Caprihan A, Turner JA, Eichele T, Adelsheim S, ... ... Calhoun VD, et al. A baseline for the multivariate comparison of resting-state networks. Frontiers in Systems Neuroscience. 5: 2. PMID 21442040 DOI: 10.3389/Fnsys.2011.00002  0.72
2011 Yu Q, Sui J, Rachakonda S, He H, Pearlson G, Calhoun VD. Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task. Frontiers in Systems Neuroscience. 5: 7. PMID 21369355 DOI: 10.3389/Fnsys.2011.00007  0.334
2011 Khullar S, Michael A, Correa N, Adali T, Baum SA, Calhoun VD. Wavelet-based fMRI analysis: 3-D denoising, signal separation, and validation metrics. Neuroimage. 54: 2867-84. PMID 21034833 DOI: 10.1016/J.Neuroimage.2010.10.063  0.814
2011 Khullar S, Michael AM, Correa N, Adali T, Baum SA, Calhoun VD. Improved 3D wavelet-based de-noising of fMRI data Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7962. DOI: 10.1117/12.878276  0.813
2011 Khullar S, Michael AM, Correa N, Adali T, Cahill N, Baum SA, Calhoun VD. A new metric to measure shape differences in fMRI activity Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7962. DOI: 10.1117/12.878219  0.804
2011 Ma S, Eichele T, Correa NM, Calhoun VD, Adali T. Hierarchical and graphical analysis of fMRI network connectivity in healthy and schizophrenic groups Proceedings - International Symposium On Biomedical Imaging. 1031-1034. DOI: 10.1109/ISBI.2011.5872577  0.357
2011 Khullar S, Michael A, Correa N, Adali T, Baum S, Calhoun V. Wavelet-based denoising and independent component analysis for improving multi-group inference in fMRI data Proceedings - International Symposium On Biomedical Imaging. 456-459. DOI: 10.1109/ISBI.2011.5872444  0.82
2010 Michael AM, Baum SA, White T, Demirci O, Andreasen NC, Segall JM, Jung RE, Pearlson G, Clark VP, Gollub RL, Schulz SC, Roffman JL, Lim KO, Ho BC, Bockholt HJ, ... Calhoun VD, et al. WITHDRAWN: Erratum to "Does function follow form?: Methods to fuse structural and functional brain images show decreased linkage in schizophrenia" [NeuroImage 49 (2010) 2626-2637]. Neuroimage. PMID 21134492 DOI: 10.1016/J.Neuroimage.2010.02.057  0.699
2010 Yang H, Liu J, Sui J, Pearlson G, Calhoun VD. A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia. Frontiers in Human Neuroscience. 4: 192. PMID 21119772 DOI: 10.3389/Fnhum.2010.00192  0.324
2010 Arribas JI, Calhoun VD, Adali T. Automatic Bayesian classification of healthy controls, bipolar disorder, and schizophrenia using intrinsic connectivity maps from FMRI data. Ieee Transactions On Bio-Medical Engineering. 57: 2850-60. PMID 20876002 DOI: 10.1109/Tbme.2010.2080679  0.33
2010 Kim DI, Sui J, Rachakonda S, White T, Manoach DS, Clark VP, Ho BC, Schulz SC, Calhoun VD. Identification of imaging biomarkers in schizophrenia: a coefficient-constrained independent component analysis of the mind multi-site schizophrenia study. Neuroinformatics. 8: 213-29. PMID 20607449 DOI: 10.1007/S12021-010-9077-7  0.329
2010 Skudlarski P, Jagannathan K, Anderson K, Stevens MC, Calhoun VD, Skudlarska BA, Pearlson G. Brain connectivity is not only lower but different in schizophrenia: a combined anatomical and functional approach. Biological Psychiatry. 68: 61-9. PMID 20497901 DOI: 10.1016/J.Biopsych.2010.03.035  0.354
2010 Hugdahl K, Calhoun VD. An update on neurocognitive impairment in schizophrenia and depression. Frontiers in Human Neuroscience. 4: 4. PMID 20198130 DOI: 10.3389/Neuro.09.004.2010  0.305
2010 SakoÄŸlu U, Pearlson GD, Kiehl KA, Wang YM, Michael AM, Calhoun VD. A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia. Magma (New York, N.Y.). 23: 351-66. PMID 20162320 DOI: 10.1007/S10334-010-0197-8  0.746
2010 Sui J, Adali T, Pearlson G, Yang H, Sponheim SR, White T, Calhoun VD. A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia. Neuroimage. 51: 123-34. PMID 20114081 DOI: 10.1016/J.Neuroimage.2010.01.069  0.338
2010 Correa NM, Eichele T, Adali T, Li YO, Calhoun VD. Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI. Neuroimage. 50: 1438-45. PMID 20100584 DOI: 10.1016/J.Neuroimage.2010.01.062  0.333
2010 Lin QH, Liu J, Zheng YR, Liang H, Calhoun VD. Semiblind spatial ICA of fMRI using spatial constraints. Human Brain Mapping. 31: 1076-88. PMID 20017117 DOI: 10.1002/Hbm.20919  0.301
2010 Meda SA, Jagannathan K, Gelernter J, Calhoun VD, Liu J, Stevens MC, Pearlson GD. A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia. Neuroimage. 53: 1007-15. PMID 19944766 DOI: 10.1016/J.Neuroimage.2009.11.052  0.308
2010 Mannell MV, Franco AR, Calhoun VD, Cañive JM, Thoma RJ, Mayer AR. Resting state and task-induced deactivation: A methodological comparison in patients with schizophrenia and healthy controls. Human Brain Mapping. 31: 424-37. PMID 19777578 DOI: 10.1002/Hbm.20876  0.341
2010 Michael AM, Baum SA, White T, Demirci O, Andreasen NC, Segall JM, Jung RE, Pearlson G, Clark VP, Gollub RL, Schulz SC, Roffman JL, Lim KO, Ho BC, Bockholt HJ, ... Calhoun VD, et al. Does function follow form?: methods to fuse structural and functional brain images show decreased linkage in schizophrenia. Neuroimage. 49: 2626-37. PMID 19733247 DOI: 10.1016/J.Neuroimage.2009.08.056  0.798
2010 Correa NM, Eichele T, Adali T, Li YO, Calhoun VD. Fusion of concurrent single trial EEG data and FMRI data using multi-set canonical correlation analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5438-5441. DOI: 10.1109/ICASSP.2010.5494919  0.307
2009 Meda SA, Stevens MC, Folley BS, Calhoun VD, Pearlson GD. Evidence for anomalous network connectivity during working memory encoding in schizophrenia: an ICA based analysis. Plos One. 4: e7911. PMID 19936244 DOI: 10.1371/Journal.Pone.0007911  0.319
2009 Calhoun VD, Eichele T, Pearlson G. Functional brain networks in schizophrenia: a review. Frontiers in Human Neuroscience. 3: 17. PMID 19738925 DOI: 10.3389/Neuro.09.017.2009  0.401
2009 Sui J, Adali T, Pearlson GD, Calhoun VD. An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques. Neuroimage. 46: 73-86. PMID 19457398 DOI: 10.1016/J.Neuroimage.2009.01.026  0.332
2009 Kim DI, Manoach DS, Mathalon DH, Turner JA, Mannell M, Brown GG, Ford JM, Gollub RL, White T, Wible C, Belger A, Bockholt HJ, Clark VP, Lauriello J, O'Leary D, ... ... Calhoun VD, et al. Dysregulation of working memory and default-mode networks in schizophrenia using independent component analysis, an fBIRN and MCIC study. Human Brain Mapping. 30: 3795-811. PMID 19434601 DOI: 10.1002/Hbm.20807  0.313
2009 Calhoun VD, Adali T. Feature-based fusion of medical imaging data. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 13: 711-20. PMID 19273016 DOI: 10.1109/TITB.2008.923773  0.3
2009 Demirci O, Stevens MC, Andreasen NC, Michael A, Liu J, White T, Pearlson GD, Clark VP, Calhoun VD. 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: 419-31. PMID 19245841 DOI: 10.1016/J.Neuroimage.2009.02.014  0.754
2009 Michael AM, Baum SA, Fries JF, Ho BC, Pierson RK, Andreasen NC, Calhoun VD. A method to fuse fMRI tasks through spatial correlations: applied to schizophrenia. Human Brain Mapping. 30: 2512-29. PMID 19235877 DOI: 10.1002/Hbm.20691  0.774
2009 Sui J, Adali T, Pearlson GD, Clark VP, Calhoun VD. A method for accurate group difference detection by constraining the mixing coefficients in an ICA framework. Human Brain Mapping. 30: 2953-70. PMID 19172631 DOI: 10.1002/Hbm.20721  0.306
2009 Kim DI, Mathalon DH, Ford JM, Mannell M, Turner JA, Brown GG, Belger A, Gollub R, Lauriello J, Wible C, O'Leary D, Lim K, Toga A, Potkin SG, Birn F, ... Calhoun VD, et al. Auditory oddball deficits in schizophrenia: an independent component analysis of the fMRI multisite function BIRN study. Schizophrenia Bulletin. 35: 67-81. PMID 19074498 DOI: 10.1093/Schbul/Sbn133  0.334
2009 Calhoun VD, Liu J, Adali T. A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data. Neuroimage. 45: S163-72. PMID 19059344 DOI: 10.1016/J.Neuroimage.2008.10.057  0.331
2009 Segall JM, Turner JA, van Erp TG, White T, Bockholt HJ, Gollub RL, Ho BC, Magnotta V, Jung RE, McCarley RW, Schulz SC, Lauriello J, Clark VP, Voyvodic JT, Diaz MT, ... Calhoun VD, et al. Voxel-based morphometric multisite collaborative study on schizophrenia. Schizophrenia Bulletin. 35: 82-95. PMID 18997157 DOI: 10.1093/Schbul/Sbn150  0.315
2009 Xu L, Pearlson G, Calhoun VD. Joint source based morphometry identifies linked gray and white matter group differences. Neuroimage. 44: 777-89. PMID 18992825 DOI: 10.1016/J.Neuroimage.2008.09.051  0.623
2009 Xu L, Groth KM, Pearlson G, Schretlen DJ, Calhoun VD. Source-based morphometry: the use of independent component analysis to identify gray matter differences with application to schizophrenia. Human Brain Mapping. 30: 711-24. PMID 18266214 DOI: 10.1002/Hbm.20540  0.66
2009 Liu J, Pearlson G, Windemuth A, Ruano G, Perrone-Bizzozero NI, Calhoun V. Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA. Human Brain Mapping. 30: 241-55. PMID 18072279 DOI: 10.1002/Hbm.20508  0.319
2009 Michael A, Baum S, Segall J, Bockholt H, Clark V, Jung R, Gollub R, Roffman J, Ho B, Andreasen N, Lim K, White T, Schulz S, Calhoun V. Inter-Voxel Cross-Correlation Reveals Aberrantly Low Structural-Functional Linkage in Schizophrenia in a Multi-Site Study Neuroimage. 47. DOI: 10.1016/S1053-8119(09)71325-4  0.7
2009 Sakoglu U, Michael A, Calhoun V. Classification of schizophrenia patients vs healthy controls with dynamic functional network connectivity Neuroimage. 47: S57. DOI: 10.1016/S1053-8119(09)70216-2  0.754
2009 Correa NM, Li YO, Adali T, Calhoun VD. Fusion of fMRI, sMRI, and EEG data using canonical correlation analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 385-388.  0.358
2008 Liu J, Xu L, Caprihan A, Calhoun VD. EXTRACTING PRINCIPLE COMPONENTS FOR DISCRIMINANT ANALYSIS OF FMRI IMAGES. Proceedings of the ... Ieee International Conference On Acoustics, Speech, and Signal Processing / Sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. Icassp (Conference). 2008: 449-452. PMID 20582334 DOI: 10.1109/ICASSP.2008.4517643  0.619
2008 Correa NM, Li YO, Adalı T, Calhoun VD. Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia. Ieee Journal of Selected Topics in Signal Processing. 2: 998-1007. PMID 19834573 DOI: 10.1109/Jstsp.2008.2008265  0.362
2008 Franco AR, Ling J, Caprihan A, Calhoun VD, Jung RE, Heileman GL, Mayer AR. Multimodal and Multi-tissue Measures of Connectivity Revealed by Joint Independent Component Analysis. Ieee Journal of Selected Topics in Signal Processing. 2: 986-997. PMID 19777078 DOI: 10.1109/Jstsp.2008.2006718  0.319
2008 Demirci O, Clark VP, Magnotta VA, Andreasen NC, Lauriello J, Kiehl KA, Pearlson GD, Calhoun VD. A Review of Challenges in the Use of fMRI for Disease Classification / Characterization and A Projection Pursuit Application from Multi-site fMRI Schizophrenia Study. Brain Imaging and Behavior. 2: 147-226. PMID 19562043 DOI: 10.1007/S11682-008-9028-1  0.345
2008 Michael AM, Calhoun VD, Andreasen NC, Baum SA. A method to classify schizophrenia using inter-task spatial correlations of functional brain images. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5510-3. PMID 19163965 DOI: 10.1109/IEMBS.2008.4650462  0.785
2008 Michael AM, Calhoun VD, Pearlson GD, Baum SA, Caprihan A. Correlations of diffusion tensor imaging values and symptom scores in patients with schizophrenia. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5494-7. PMID 19163961 DOI: 10.1109/IEMBS.2008.4650458  0.727
2008 Skudlarski P, Jagannathan K, Calhoun VD, Hampson M, Skudlarska BA, Pearlson G. Measuring brain connectivity: diffusion tensor imaging validates resting state temporal correlations. Neuroimage. 43: 554-61. PMID 18771736 DOI: 10.1016/J.Neuroimage.2008.07.063  0.332
2008 Kim D, Burge J, Lane T, Pearlson GD, Kiehl KA, Calhoun VD. Hybrid ICA-Bayesian network approach reveals distinct effective connectivity differences in schizophrenia. Neuroimage. 42: 1560-8. PMID 18602482 DOI: 10.1016/J.Neuroimage.2008.05.065  0.363
2008 Calhoun VD, Kiehl KA, Pearlson GD. Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Human Brain Mapping. 29: 828-38. PMID 18438867 DOI: 10.1002/Hbm.20581  0.367
2008 Jafri MJ, Pearlson GD, Stevens M, Calhoun VD. A method for functional network connectivity among spatially independent resting-state components in schizophrenia. Neuroimage. 39: 1666-81. PMID 18082428 DOI: 10.1016/J.Neuroimage.2007.11.001  0.381
2008 Calhoun VD, Maciejewski PK, Pearlson GD, Kiehl KA. Temporal lobe and "default" hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Human Brain Mapping. 29: 1265-75. PMID 17894392 DOI: 10.1002/Hbm.20463  0.364
2008 Moosmann M, Eichele T, Nordby H, Hugdahl K, Calhoun VD. Joint independent component analysis for simultaneous EEG-fMRI: Principle and simulation International Journal of Psychophysiology. 67: 212-221. PMID 17688965 DOI: 10.1016/J.Ijpsycho.2007.05.016  0.304
2008 Correa N, Li YO, Adal T, Calhoun VD. Examining associations between fMRI and EEG data using canonical correlation analysis 2008 5th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Proceedings, Isbi. 1251-1254. DOI: 10.1109/ISBI.2008.4541230  0.319
2007 Sorg C, Riedl V, Mühlau M, Calhoun VD, Eichele T, Läer L, Drzezga A, Förstl H, Kurz A, Zimmer C, Wohlschläger AM. Selective changes of resting-state networks in individuals at risk for Alzheimer's disease. Proceedings of the National Academy of Sciences of the United States of America. 104: 18760-5. PMID 18003904 DOI: 10.1073/Pnas.0708803104  0.329
2007 Garrity AG, Pearlson GD, McKiernan K, Lloyd D, Kiehl KA, Calhoun VD. Aberrant "default mode" functional connectivity in schizophrenia. The American Journal of Psychiatry. 164: 450-7. PMID 17329470 DOI: 10.1176/Appi.Ajp.164.3.450  0.336
2007 Li YO, Adali T, Calhoun VD. Estimating the number of independent components for functional magnetic resonance imaging data. Human Brain Mapping. 28: 1251-66. PMID 17274023 DOI: 10.1002/Hbm.20359  0.303
2007 Hejnar MP, Kiehl KA, Calhoun VD. Interparticipant correlations: a model free FMRI analysis technique. Human Brain Mapping. 28: 860-7. PMID 17133393 DOI: 10.1002/Hbm.20321  0.302
2006 Jafri MJ, Calhoun VD. Functional classification of schizophrenia using feed forward neural networks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 6631-4. PMID 17959471 DOI: 10.1109/IEMBS.2006.260906  0.315
2006 Calhoun VD, Adali T. Unmixing fMRI with independent component analysis. Ieee Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society. 25: 79-90. PMID 16568940 DOI: 10.1109/Memb.2006.1607672  0.327
2006 Calhoun VD, Adali T, Kiehl KA, Astur R, Pekar JJ, Pearlson GD. A method for multitask fMRI data fusion applied to schizophrenia. Human Brain Mapping. 27: 598-610. PMID 16342150 DOI: 10.1002/Hbm.20204  0.318
2006 Calhoun VD, Adali T, Giuliani NR, Pekar JJ, Kiehl KA, Pearlson GD. Method for multimodal analysis of independent source differences in schizophrenia: combining gray matter structural and auditory oddball functional data. Human Brain Mapping. 27: 47-62. PMID 16108017 DOI: 10.1002/Hbm.20166  0.317
2005 Calhoun VD, Adali T, Stevens MC, Kiehl KA, Pekar JJ. Semi-blind ICA of fMRI: A method for utilizing hypothesis-derived time courses in a spatial ICA analysis Neuroimage. 25: 527-538. PMID 15784432 DOI: 10.1016/J.Neuroimage.2004.12.012  0.334
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