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2018

A Bayesian Approach for Estimating Dynamic Functional Network Connectivity in fMRI Data

Warnick, R., Guindani, M., Erhardt, E., Allen, E., Calhoun, V. & Vannucci, M. Jan 2 2018 In : Journal of the American Statistical Association. 113, 521, p. 134-151 18 p.

Research output: Contribution to journalArticle

Network Connectivity
Functional Magnetic Resonance Imaging
Bayesian Approach
Connectivity
Graph in graph theory

Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model

Zhang, A., Fang, J., Liang, F., Calhoun, V. D. & Wang, Y. Jul 7 2018 (Accepted/In press) In : IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journalArticle

Brain
Schizophrenia
Brain mapping
Statistical tests
Medical imaging

Aberrant functional network connectivity in psychopathy from a large (N = 985) forensic sample

Espinoza, F. A., Vergara, V. M., Reyes, D., Anderson, N. E., Harenski, C. L., Decety, J., Rachakonda, S., Damaraju, E., Rashid, B., Miller, R. L., Koenigs, M., Kosson, D. S., Harenski, K., Kiehl, K. A. & Calhoun, V. D. Jan 1 2018 (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Gyrus Cinguli
Brain
Magnetic Resonance Imaging
Antisocial Personality Disorder
Affective Symptoms

Age of gray matters: Neuroprediction of recidivism

Kiehl, K. A., Anderson, N. E., Aharoni, E., Maurer, J. M., Harenski, K. A., Rao, V., Claus, E. D., Harenski, C., Koenigs, M., Decety, J., Kosson, D., Wager, T. D., Calhoun, V. D. & Steele, V. R. Jan 1 2018 In : NeuroImage: Clinical. 19, p. 813-823 11 p.

Research output: Contribution to journalArticle

Brain
Psychological Models
Aptitude
Frontal Lobe
Proxy

A hybrid correlation analysis with application to imaging genetics

Hu, W., Fang, J., Calhoun, V. D. & Wang, Y. P. Jan 1 2018 Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579, 1057905

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

Genes
Imaging techniques
Brain
genes
Public Opinion

A method to assess randomness of functional connectivity matrices

Vergara, V. M., Yu, Q. & Calhoun, V. D. Jan 1 2018 (Accepted/In press) In : Journal of Neuroscience Methods.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Brain

An approach to directly link ICA and seed-based functional connectivity: Application to schizophrenia

Wu, L., Caprihan, A., Bustillo, J., Mayer, A. & Calhoun, V. Oct 1 2018 In : NeuroImage. 179, p. 448-470 23 p.

Research output: Contribution to journalArticle

Seeds
Schizophrenia
Cognition
Brain
Research

An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment

Yao, D., Calhoun, V. D., Fu, Z., Du, Y. & Sui, J. May 15 2018 In : Journal of Neuroscience Methods. 302, p. 75-81 7 p.

Research output: Contribution to journalArticle

Alzheimer Disease
Learning
Demography
Neuroimaging
Early Diagnosis

Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs

Yu, Q., Du, Y., Chen, J., Sui, J., Adali, T., Pearlson, G. D. & Calhoun, V. D. May 1 2018 In : Proceedings of the IEEE. 106, 5, p. 886-906 21 p.

Research output: Contribution to journalArticle

Graph theory
Brain
Imaging techniques

A window-less approach for capturing time-varying connectivity in fMRI data reveals the presence of states with variable rates of change

Yaesoubi, M., Adali, T. & Calhoun, V. D. Jan 1 2018 (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Equipment and Supplies
Brain

Brain functional BOLD perturbation modelling for forward fMRI and inverse mapping

Chen, Z., Robinson, J. & Calhoun, V. Jan 1 2018 In : PLoS ONE. 13, 1, e0191266

Research output: Contribution to journalArticle

Computer Assisted Image Interpretation
Neurological Models
Brain Mapping
Computer-Assisted Image Processing
Three-Dimensional Imaging

Brain functional mapping and network connectivity of reconstructed magnetic susceptibility data

Chen, Z. & Calhoun, V. Jan 1 2018 Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE, Vol. 10578, 1057803

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

Brain Mapping
Magnetic susceptibility
brain
magnetic resonance
Brain

Characterization of cross-tissue genetic-epigenetic effects and their patterns in schizophrenia

Lin, D., Chen, J., Perrone-Bizzozero, N., Bustillo, J. R., Du, Y., Calhoun, V. D. & Liu, J. Feb 26 2018 In : Genome Medicine. 10, 1, 13

Research output: Contribution to journalArticle

Genetic Crosses
Epigenomics
Schizophrenia
Methylation
Psychiatry

Connectivity dynamics in typical development and its relationship to autistic traits and autism spectrum disorder

Rashid, B., Blanken, L. M. E., Muetzel, R. L., Miller, R., Damaraju, E., Arbabshirani, M. R., Erhardt, E. B., Verhulst, F. C., van der Lugt, A., Jaddoe, V. W. V., Tiemeier, H., White, T. & Calhoun, V. Jan 1 2018 (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Brain
Autistic Disorder
Psychopathology
Neuroimaging
Autism Spectrum Disorder

Detection of relationships among multi-modal brain imaging meta-features via information flow

Miller, R. L., Vergara, V. M. & Calhoun, V. D. Jan 15 2018 In : Journal of Neuroscience Methods. 294, p. 72-80 9 p.

Research output: Contribution to journalArticle

Neuroimaging
Research Personnel
Behavioral Genetics
Aptitude
Information Storage and Retrieval

Difference in regional neural fluctuations and functional connectivity in Crohn’s disease: a resting-state functional MRI study

Bao, C., Liu, P., Liu, H., Jin, X., Shi, Y., Wu, L., Zeng, X., Zhang, J., Wang, D., Calhoun, V. D., Tian, J. & Wu, H. Feb 20 2018 (Accepted/In press) In : Brain Imaging and Behavior. p. 1-9 9 p.

Research output: Contribution to journalArticle

Crohn Disease
Magnetic Resonance Imaging
Brain
Gyrus Cinguli
Frontal Lobe

Diminished neural network dynamics after moderate and severe traumatic brain injury

Gilbert, N., Bernier, R. A., Calhoun, V. D., Brenner, E., Grossner, E., Rajtmajer, S. M. & Hillary, F. G. Jun 1 2018 In : PloS one. 13, 6, e0197419

Research output: Contribution to journalArticle

neural networks
brain
Brain Injuries
Magnetic Resonance Imaging
Neuronal Plasticity

Disrupted network cross talk, hippocampal dysfunction and hallucinations in schizophrenia

Hare, S. M., Law, A. S., Ford, J. M., Mathalon, D. H., Ahmadi, A., Damaraju, E., Bustillo, J., Belger, A., Lee, H. J., Mueller, B. A., Lim, K. O., Brown, G. G., Preda, A., van Erp, T. G. M., Potkin, S. G., Calhoun, V. D. & Turner, J. A. Jan 1 2018 (Accepted/In press) In : Schizophrenia Research.

Research output: Contribution to journalArticle

Hallucinations
Schizophrenia
Communication
Magnetic Resonance Imaging
Auditory Cortex

Dynamic functional network connectivity discriminates mild traumatic brain injury through machine learning

Vergara, V. M., Mayer, A. R., Kiehl, K. A. & Calhoun, V. D. Jan 1 2018 In : NeuroImage: Clinical. 19, p. 30-37 8 p.

Research output: Contribution to journalArticle

Brain Concussion
Cerebellum
Self Report
Area Under Curve
Biomarkers

Editorial on special issue: Machine learning on MCI

Sarica, A., Cerasa, A., Quattrone, A. & Calhoun, V. Jan 1 2018 (Accepted/In press) In : Journal of Neuroscience Methods.

Research output: Contribution to journalArticle

Machine Learning

Effect of spatial smoothing on task fMRI ICA and functional connectivity

Chen, Z. & Calhoun, V. Feb 2 2018 In : Frontiers in Neuroscience. 12, FEB, 15

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Brain Mapping
Task Performance and Analysis

FDR-Corrected Sparse Canonical Correlation Analysis with Applications to Imaging Genomics

Gossmann, A., Zille, P., Calhoun, V. & Wang, Y. P. Mar 12 2018 (Accepted/In press) In : IEEE Transactions on Medical Imaging.

Research output: Contribution to journalArticle

Brain mapping
Neuroimaging
Brain Mapping
Correlation methods
Bioinformatics

Four-way multimodal fusion of 7 T imaging data using an mCCA+jICA model in first-episode schizophrenia

Lottman, K. K., White, D. M., Kraguljac, N. V., Reid, M. A., Calhoun, V. D., Catao, F. & Lahti, A. C. Jan 1 2018 (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Schizophrenia
Cerebrospinal Fluid
Occipital Lobe
Parietal Lobe
Joints

Functional brain connectivity in resting-state fMRI using phase and magnitude data

Chen, Z., Caprihan, A., Damaraju, E., Rachakonda, S. & Calhoun, V. Jan 1 2018 In : Journal of Neuroscience Methods. 293, p. 299-309 11 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Brain
Magnetic Fields

Functional connectivity during affective mentalizing in criminal offenders with psychotic disorders: Associations with clinical symptoms

Harenski, C. L., Calhoun, V. D., Bustillo, J. R., Haas, B. W., Decety, J., Harenski, K. A., Caldwell, M. F., Van Rybroek, G. J., Koenigs, M., Thornton, D. M. & Kiehl, K. A. Jan 30 2018 In : Psychiatry Research - Neuroimaging. 271, p. 91-99 9 p.

Research output: Contribution to journalArticle

Theory of Mind
Psychotic Disorders
Task Performance and Analysis
Neurobehavioral Manifestations
Magnetic Resonance Imaging

Genetics modulate gray matter variation beyond disease burden in prodromal Huntington's disease

PREDICT-HD Investigators and Coordinators of the Huntington Study Group Mar 29 2018 In : Frontiers in Neurology. 9, MAR, 190

Research output: Contribution to journalArticle

Huntington Disease
Cytosine
Guanine
Adenine
Occipital Lobe

High dimensional latent Gaussian copula model for mixed data in imaging genetics

Zhang, A., Fang, J., Calhoun, V. D. & Wang, Y. P. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 105-109 5 p.

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

Nucleotides
Polymorphism
Single Nucleotide Polymorphism
Imaging techniques
Schizophrenia

Identifying functional network changing patterns in individuals at clinical high-risk for psychosis and patients with early illness schizophrenia: A group ICA study

Du, Y., Fryer, S. L., Lin, D., Sui, J., Yu, Q., Chen, J., Stuart, B., Loewy, R. L., Calhoun, V. D. & Mathalon, D. H. 2018 In : NeuroImage: Clinical. 17, p. 335-346 12 p.

Research output: Contribution to journalArticle

Psychotic Disorders
Schizophrenia
Occipital Lobe
Antipsychotic Agents
Motor Cortex

Identifying outliers using multiple kernel canonical correlation analysis with application to imaging genetics

Alam, M. A., Calhoun, V. D. & Wang, Y. P. Sep 1 2018 In : Computational Statistics and Data Analysis. 125, p. 70-85 16 p.

Research output: Contribution to journalArticle

Canonical Correlation Analysis
Outlier
Imaging
Influence Function
kernel

Integration of network topological features and graph Fourier transform for fMRI data analysis

Wang, J., Calhoun, V. D., Stephen, J. M., Wilson, T. W. & Wang, Y. P. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 92-96 5 p.

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

Fourier Analysis
Brain
Fourier transforms
Magnetic Resonance Imaging
Electric network analysis

Investigating error-related processing in incarcerated adolescents with self-report psychopathy measures

Maurer, J. M., Steele, V. R., Fink, B. C., Vincent, G. M., Calhoun, V. D. & Kiehl, K. A. Feb 1 2018 In : Biological Psychology. 132, p. 96-105 10 p.

Research output: Contribution to journalArticle

Juvenile Delinquency
Principal Component Analysis
Evoked Potentials
Self Report
Equipment and Supplies

MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder

Qi, S., Yang, X., Zhao, L., Calhoun, V. D., Perrone-Bizzozero, N., Liu, S., Jiang, R., Jiang, T., Sui, J. & Ma, X. Mar 1 2018 In : Brain. 141, 3, p. 916-926 11 p.

Research output: Contribution to journalArticle

Major Depressive Disorder
Neuroimaging
Brain
Depression
Multimodal Imaging

Mindfulness and dynamic functional neural connectivity in children and adolescents

Marusak, H. A., Elrahal, F., Peters, C. A., Kundu, P., Lombardo, M. V., Calhoun, V. D., Goldberg, E. K., Cohen, C., Taub, J. W. & Rabinak, C. A. Jan 15 2018 In : Behavioural Brain Research. 336, p. 211-218 8 p.

Research output: Contribution to journalArticle

Mindfulness
Emotions
Cognition
Anxiety
Magnetic Resonance Imaging

Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia

Kuang, L. D., Lin, Q. H., Gong, X. F., Cong, F., Sui, J. & Calhoun, V. D. Jul 1 2018 In : Journal of Neuroscience Methods. 304, p. 24-38 15 p.

Research output: Contribution to journalArticle

Schizophrenia
Magnetic Resonance Imaging
Brain

Moving beyond ERP components: A selective review of approaches to integrate EEG and behavior

Bridwell, D. A., Cavanagh, J. F., Collins, A. G. E., Nunez, M. D., Srinivasan, R., Stober, S. & Calhoun, V. D. Mar 26 2018 In : Frontiers in Human Neuroscience. 12, 106

Research output: Contribution to journalReview article

Evoked Potentials
Electroencephalography
Cognition
Brain
Joints

Neural correlates of cognitive function and symptoms in attention-deficit/hyperactivity disorder in adults

Duan, K., Chen, J., Calhoun, V. D., Lin, D., Jiang, W., Franke, B., Buitelaar, J. K., Hoogman, M., Arias-Vasquez, A., Turner, J. A. & Liu, J. Jan 1 2018 In : NeuroImage: Clinical. 19, p. 374-383 10 p.

Research output: Contribution to journalArticle

Neurobehavioral Manifestations
Attention Deficit Disorder with Hyperactivity
Cognition
Short-Term Memory
Prefrontal Cortex

Novel in silico multivariate mapping of intrinsic and anticorrelated connectivity to neurocognitive functional maps supports the maturational hypothesis of ADHD

de Lacy, N., Kodish, I., Rachakonda, S. & Calhoun, V. D. Jan 1 2018 (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Computer Simulation
Corpus Striatum
Temporal Lobe
Meta-Analysis
Dopamine

Polygenic risk score, genome-wide association, and gene set analyses of cognitive domain deficits in schizophrenia

Nakahara, S., Medland, S., Turner, J. A., Calhoun, V. D., Lim, K. O., Mueller, B. A., Bustillo, J. R., O'Leary, D. S., Vaidya, J. G., McEwen, S., Voyvodic, J., Belger, A., Mathalon, D. H., Ford, J. M., Guffanti, G., Macciardi, F., Potkin, S. G. & van Erp, T. G. M. Jan 1 2018 (Accepted/In press) In : Schizophrenia Research.

Research output: Contribution to journalArticle

Schizophrenia
Genome
Genes
Genome-Wide Association Study
Genomics

Prefrontal cortical thinning links to negative symptoms in schizophrenia via the ENIGMA consortium

Walton, E. , Hibar, D. P. , Van Erp, T. G. M. , Potkin, S. G. , Roiz-Santiañez, R. , Crespo-Facorro, B. , Suarez-Pinilla, P. , Van Haren, N. E. M. , De Zwarte, S. M. C. , Kahn, R. S. , Cahn, W. , Doan, N. T. , Jorgensen, K. N. , Gurholt, T. P. , Agartz, I. , Andreassen, O. A. , Westlye, L. T. , Melle, I. , Berg, A. O. , Morch-Johnsen, L. & 30 others Færden, A., Flyckt, L., Fatouros-Bergman, H., Jönsson, E. G., Hashimoto, R., Yamamori, H., Fukunaga, M., Jahanshad, N., De Rossi, P., Piras, F., Banaj, N., Spalletta, G., Gur, R. E., Gur, R. C., Wolf, D. H., Satterthwaite, T. D., Beard, L. M., Sommer, I. E., Koops, S., Gruber, O., Richter, A., Krämer, B., Kelly, S., Donohoe, G., McDonald, C., Cannon, D. M., Corvin, A., Gill, M., Di Giorgio, A. & Calhoun, V. D. Jan 1 2018 In : Psychological Medicine. 48, 1, p. 82-94 13 p.

Research output: Contribution to journalArticle

Prefrontal Cortex
Schizophrenia
Brain
Functional Laterality
Symptom Assessment

Progress in EEG: Multi-subject Decomposition and Other Advanced Signal Processing Approaches

Huster, R. J. & Calhoun, V. D. Jan 3 2018 (Accepted/In press) In : Brain Topography. p. 1-2 2 p.

Research output: Contribution to journalArticle

Electroencephalography

Reduced higher-dimensional resting state fMRI dynamism in clinical high-risk individuals for schizophrenia identified by meta-state analysis

Mennigen, E., Miller, R. L., Rashid, B., Fryer, S. L., Loewy, R. L., Stuart, B. K., Mathalon, D. H. & Calhoun, V. D. Jan 1 2018 (Accepted/In press) In : Schizophrenia Research.

Research output: Contribution to journalArticle

Meta-Analysis
Schizophrenia
Magnetic Resonance Imaging
Psychotic Disorders
Brain

Resting-state thalamic dysconnectivity in schizophrenia and relationships with symptoms

Ferri, J. , Ford, J. M. , Roach, B. J. , Turner, J. A. , van Erp, T. G. , Voyvodic, J. , Preda, A. , Belger, A. , Bustillo, J. , O'Leary, D. , Mueller, B. A. , Lim, K. O. , McEwen, S. C. , Calhoun, V. D. , Diaz, M. , Glover, G. , Greve, D. , Wible, C. G. , Vaidya, J. G. , Potkin, S. G. & 1 others Mathalon, D. H. Feb 15 2018 (Accepted/In press) In : Psychological Medicine. p. 1-8 8 p.

Research output: Contribution to journalArticle

Schizophrenia
Thalamus
Delusions
Temporal Lobe
Cerebellum

SMRI biomarkers predict electroconvulsive treatment outcomes: Accuracy with Independent Data Sets

Jiang, R., Abbott, C. C., Jiang, T., Du, Y., Espinoza, R., Narr, K. L., Wade, B., Yu, Q., Song, M., Lin, D., Chen, J., Jones, T., Argyelan, M., Petrides, G., Sui, J. & Calhoun, V. D. Apr 1 2018 In : Neuropsychopharmacology. 43, 5, p. 1078-1087 10 p.

Research output: Contribution to journalArticle

Electroconvulsive Therapy
Biomarkers
Major Depressive Disorder
Parietal Lobe
Somatosensory Cortex

Source-Based Morphometry: Data-Driven Multivariate Analysis of Structural Brain Imaging Data

Gupta, C. N., Turner, J. A. & Calhoun, V. D. Jan 1 2018 Neuromethods. Humana Press Inc., p. 105-120 16 p. (Neuromethods; vol. 136)

Research output: Chapter in Book/Report/Conference proceedingChapter

Neuroimaging
Multivariate Analysis

The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails

Adali, T., Trussell, H. J., Hansen, L. K. & Calhoun, V. D. Jun 1 2018 In : Proceedings of the IEEE. 106, 6, p. 1014-1018 5 p.

Research output: Contribution to journalReview article

Nails
Hammers
Computer science
Industry

The Genetics of Endophenotypes of Neurofunction to Understand Schizophrenia (GENUS) consortium: A collaborative cognitive and neuroimaging genetics project

Blokland, G. A. M. , del Re, E. C. , Mesholam-Gately, R. I. , Jovicich, J. , Trampush, J. W. , Keshavan, M. S. , DeLisi, L. E. , Walters, J. T. R. , Turner, J. A. , Malhotra, A. K. , Lencz, T. , Shenton, M. E. , Voineskos, A. N. , Rujescu, D. , Giegling, I. , Kahn, R. S. , Roffman, J. L. , Holt, D. J. , Ehrlich, S. , Kikinis, Z. & 30 others Dazzan, P., Murray, R. M., Di Forti, M., Lee, J., Sim, K., Lam, M., Wolthusen, R. P. F., de Zwarte, S. M. C., Walton, E., Cosgrove, D., Kelly, S., Maleki, N., Osiecki, L., Picchioni, M. M., Bramon, E., Russo, M., David, A. S., Mondelli, V., Reinders, A. A. T. S., Falcone, M. A., Hartmann, A. M., Konte, B., Morris, D. W., Gill, M., Corvin, A. P., Cahn, W., Ho, N. F., Liu, J. J., Keefe, R. S. E. & Calhoun, V. D. May 1 2018 In : Schizophrenia Research. 195, p. 306-317 12 p.

Research output: Contribution to journalArticle

The Impact of Combinations of Alcohol, Nicotine, and Cannabis on Dynamic Brain Connectivity

Vergara, V. M., Weiland, B. J., Hutchison, K. E. & Calhoun, V. D. Mar 1 2018 In : Neuropsychopharmacology. 43, 4, p. 877-890 14 p.

Research output: Contribution to journalArticle

Cannabis
Nicotine
Alcohols
Brain
Drinking

The lifespan trajectory of neural oscillatory activity in the motor system

Heinrichs-Graham, E., McDermott, T. J., Mills, M. S., Wiesman, A. I., Wang, Y. P., Stephen, J. M., Calhoun, V. D. & Wilson, T. W. Apr 1 2018 In : Developmental Cognitive Neuroscience. 30, p. 159-168 10 p.

Research output: Contribution to journalArticle

Magnetoencephalography
Motor Cortex
Frontal Lobe
Motor Activity
Movement Disorders

Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism

Fu, Z., Tu, Y., Di, X., Du, Y., Sui, J., Biswal, B. B., Zhang, Z., de Lacy, N. & Calhoun, V. D. Jan 1 2018 (Accepted/In press) In : NeuroImage.

Research output: Contribution to journalArticle

Autistic Disorder
Brain
Subthalamus
Occipital Lobe
Somatosensory Cortex

Variability in resting state network and functional network connectivity associated with schizophrenia genetic risk: A pilot study

Chen, J., Rashid, B., Yu, Q., Liu, J., Lin, D., Du, Y., Sui, J. & Calhoun, V. D. Mar 1 2018 In : Frontiers in Neuroscience. 12, MAR, 114

Research output: Contribution to journalArticle

Schizophrenia
Single Nucleotide Polymorphism
Psychiatry
Biomarkers
Magnetic Resonance Imaging