Vince Daniel Calhoun

Assistant Professor

1993 …2019
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Research Output 1993 2019

2019

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

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

Research output: Contribution to journalArticle

Schizophrenia
Single Nucleotide Polymorphism
Genome
Genomics
Psychiatry

The developmental trajectory of sensorimotor cortical oscillations

Trevarrow, M. P., Kurz, M. J., McDermott, T. J., Wiesman, A. I., Mills, M. S., Wang, Y. P., Calhoun, V. D., Stephen, J. M. & Wilson, T. W., Jan 1 2019, In : NeuroImage. 184, p. 455-461 7 p.

Research output: Contribution to journalArticle

Magnetoencephalography
Motor Cortex
Fingers
2018

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

Warnick, R., Guindani, M., Erhardt, E., Allen, E., Calhoun, V. D. & 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 kernel machine method for detecting higher order interactions in multimodal datasets: Application to schizophrenia

Alam, M. A., Lin, H. Y., Deng, H. W., Calhoun, V. D. & Wang, Y. P., Nov 1 2018, In : Journal of Neuroscience Methods. 309, p. 161-174 14 p.

Research output: Contribution to journalArticle

Schizophrenia
Datasets
DNA Methylation
Principal Component Analysis
Genes

Alterations in resting-state functional connectivity in substance use disorders and treatment implications

Wilcox, C. E., Abbott, C. C. & Calhoun, V. D., Jan 1 2018, (Accepted/In press) In : Progress in Neuro-Psychopharmacology and Biological Psychiatry.

Research output: Contribution to journalArticle

Substance-Related Disorders
Executive Function
Recurrence
Brain
Brain Diseases

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

A perspective of the cross-tissue interplay of genetics, epigenetics, and transcriptomics, and their relation to brain based phenotypes in schizophrenia

Liu, J., Chen, J., Perrone-Bizzozero, N. & Calhoun, V. D., Aug 23 2018, In : Frontiers in Genetics. 9, AUG, 343.

Research output: Contribution to journalReview article

Epigenomics
Schizophrenia
Phenotype
Brain
Induced Pluripotent Stem Cells

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

Magnetic Resonance Imaging
brain
Brain
Brain Mapping
Task Performance and Analysis

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

Brain language: Uncovering functional connectivity codes

Vergara, V. M. & Calhoun, V. D., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1309-1312 4 p. 8335565

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

brain
Brain
Connectivity
cerebellum
Cerebellum

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

Classification and prediction of brain disorders using functional connectivity: Promising but challenging

Du, Y., Fu, Z. & Calhoun, V. D., Aug 6 2018, In : Frontiers in Neuroscience. 12, AUG, 525.

Research output: Contribution to journalReview article

Brain Diseases
Brain
Magnetic Resonance Imaging
Functional Neuroimaging
Attention Deficit Disorder with Hyperactivity

Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients

Osuch, E., Gao, S., Wammes, M., Théberge, J., Willimason, P., Neufeld, R. J., Du, Y., Sui, J. & Calhoun, V., Jan 1 2018, (Accepted/In press) In : Acta Psychiatrica Scandinavica.

Research output: Contribution to journalArticle

Mood Disorders
Magnetic Resonance Imaging
Nuclear Family
Research

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. D., Jan 1 2018, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Brain
Autistic Disorder
Psychopathology
Neuroimaging
Autism Spectrum Disorder

Connectome-based individualized prediction of temperament trait scores

Jiang, R., Calhoun, V. D., Zuo, N., Lin, D., Li, J., Fan, L., Qi, S., Sun, H., Fu, Z., Song, M., Jiang, T. & Sui, J., Dec 1 2018, In : NeuroImage. 183, p. 366-374 9 p.

Research output: Contribution to journalArticle

Connectome
Temperament
Brain
Aptitude
Gyrus Cinguli

Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to EEG and Fmri Data

Akhonda, M. A. B. S., Levin-Schwartz, Y., Bhinge, S., Calhoun, V. D. & Adali, T., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 2311-2315 5 p. 8462031

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

Independent component analysis
Electroencephalography
Fusion reactions
Mathematical transformations

Cross-Tissue Exploration of Genetic and Epigenetic Effects on Brain Gray Matter in Schizophrenia

Lin, D., Chen, J., Ehrlich, S., Bustillo, J. R., Perrone-Bizzozero, N., Walton, E., Clark, V. P., Wang, Y. P., Sui, J., Du, Y., Ho, B. C., Schulz, C. S., Calhoun, V. D. & Liu, J., Feb 15 2018, In : Schizophrenia bulletin. 44, 2, p. 443-452 10 p.

Research output: Contribution to journalArticle

Epigenomics
Schizophrenia
Single Nucleotide Polymorphism
Methylation
Brain
Health
Brain
Aptitude
Neuroimaging
Schizophrenia

Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity

Gazula, H., Baker, B. T., Damaraju, E., Plis, S. M., Panta, S. R., Silva, R. F. & Calhoun, V. D., Aug 27 2018, In : Frontiers in Neuroinformatics. 12, 55.

Research output: Contribution to journalArticle

Neuroimaging
Brain
Imaging techniques
Magnetic Resonance Imaging
Independent component analysis

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

Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy

Nielsen, S. F. V., Levin-Schwartz, Y., Vidaurre, D., Adali, T., Calhoun, V. D., Madsen, K. H., Hansen, L. K. & Morup, M., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 2566-2570 5 p. 8462310

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

Brain
Independent component analysis
Biomarkers
Hidden Markov models
Covariance matrix

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

Gossmann, A., Zille, P., Calhoun, V. D. & 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

IVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data

Bhinge, S., Calhoun, V. D. & Adali, T., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 965-969 5 p. 8461947

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

Dynamic analysis
Electric network analysis
Brain

Machine learning in major depression: From classification to treatment outcome prediction

Gao, S., Calhoun, V. D. & Sui, J., Jan 1 2018, (Accepted/In press) In : CNS Neuroscience and Therapeutics.

Research output: Contribution to journalArticle

Depression
Biomarkers
Mood Disorders
Neuroimaging
Data Mining

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