Vince Daniel Calhoun

Assistant Professor

1993 …2020
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Research Output 1993 2020

2015

Comparison of PCA approaches for very large group ICA

Calhoun, V. D., Silva, R. F., Adali, T. & Rachakonda, S., Sep 1 2015, In : NeuroImage. 118, p. 662-666 5 p.

Research output: Contribution to journalArticle

Principal Component Analysis
Magnetic Resonance Imaging
Datasets

Complexin2 modulates working memory-related neural activity in patients with schizophrenia

Hass, J., Walton, E., Kirsten, H., Turner, J., Wolthusen, R., Roessner, V., Sponheim, S. R., Holt, D., Gollub, R., Calhoun, V. D. & Ehrlich, S., 2015, In : European Archives of Psychiatry and Clinical Neuroscience. 265, 2, p. 137-145 9 p.

Research output: Contribution to journalArticle

Short-Term Memory
Schizophrenia
Single Nucleotide Polymorphism
Genes
Maternal Deprivation

Connectivity-based whole brain dual parcellation by group ICA reveals tract structures and decreased connectivity in schizophrenia

Wu, L., Calhoun, V. D., Jung, R. E. & Caprihan, A., Nov 1 2015, In : Human Brain Mapping. 36, 11, p. 4681-4701 21 p.

Research output: Contribution to journalArticle

Schizophrenia
Brain
Subthalamus
Brain Mapping
Pyramidal Tracts

Cortical response similarities predict which audiovisual clips individuals viewed, but are unrelated to clip preference

Bridwell, D. A., Roth, C., Gupta, C. N. & Calhoun, V. D., Jun 1 2015, In : PLoS One. 10, 6, e0128833.

Research output: Contribution to journalArticle

audiovisuals
Surgical Instruments
Experiments
Electroencephalography
Frequency bands

CREB-BDNF pathway influences alcohol cue-elicited activation in drinkers

Chen, J., Hutchison, K. E., Calhoun, V. D., Claus, E. D., Turner, J. A., Sui, J. & Liu, J., 2015, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

Cyclic AMP Response Element-Binding Protein
Brain-Derived Neurotrophic Factor
Cues
Parietal Lobe
Alcohols

Deep independence network analysis of structural brain imaging: A simulation study

Castro, E., Hjelm, D., Plis, S., Dinh, L., Turner, J. & Calhoun, V. D., Nov 10 2015, IEEE International Workshop on Machine Learning for Signal Processing, MLSP. IEEE Computer Society, Vol. 2015-November. 7324318

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

Electric network analysis
Brain
Independent component analysis
Magnetic resonance
Imaging techniques

Detection of genetic factors associated with multiple correlated imaging phenotypes by a sparse regression model

Lin, D., Li, J., Calhoun, V. D. & Wang, Y. P., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 1368-1371 4 p. 7164130

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

Genes
Phenotype
Imaging techniques
Schizophrenia
Endophenotypes

Discriminating Bipolar Disorder from Major Depression Based on SVM-FoBa: Efficient Feature Selection with Multimodal Brain Imaging Data

Jie, N. F., Zhu, M. H., Ma, X. Y., Osuch, E. A., Wammes, M., Theberge, J., Li, H. D., Zhang, Y., Jiang, T. Z., Sui, J. & Calhoun, V. D., Dec 1 2015, In : IEEE Transactions on Autonomous Mental Development. 7, 4, p. 320-331 12 p., 7302542.

Research output: Contribution to journalArticle

Biomarkers
Feature extraction
Brain
Neuroimaging
Imaging techniques

Discriminating bipolar disorder from major depression using whole-brain functional connectivity: A feature selection analysis with SVM-FoBA algorithm

Jie, N. F., Osuch, E. A., Zhu, M. H., Ma, X. Y., Wammes, M., Jiang, T. Z., Sui, J. & Calhoun, V. D., Nov 10 2015, IEEE International Workshop on Machine Learning for Signal Processing, MLSP. IEEE Computer Society, Vol. 2015-November. 7324352

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

Biomarkers
Feature extraction
Brain
Neuroimaging
Magnetic Resonance Imaging

Distinct intrinsic network connectivity patterns of post-traumatic stress disorder symptom clusters

Tursich, M., Ros, T., Frewen, P. A., Kluetsch, R. C., Calhoun, V. D. & Lanius, R. A., Jul 1 2015, In : Acta Psychiatrica Scandinavica. 132, 1, p. 29-38 10 p.

Research output: Contribution to journalArticle

Depersonalization
Post-Traumatic Stress Disorders
Gyrus Cinguli
Prefrontal Cortex
Multivariate Analysis

Dynamic coherence analysis of resting fMRI data to jointly capture state-based phase, frequency, and time-domain information

Yaesoubi, M., Allen, E. A., Miller, R. L. & Calhoun, V. D., Oct 5 2015, In : NeuroImage. 120, p. 133-142 10 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Brain
Brain Diseases
Respiration

Dynamic default mode network connectivity diminished in patients with schizophrenia

Du, Y., He, H., Wu, L., Yu, Q., Sui, J. & Calhoun, V. D., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 474-477 4 p. 7163914

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

Schizophrenia
Cluster Analysis
Magnetic Resonance Imaging
Electric network analysis

Enhanced disease characterization through multi network functional normalization in fMRI

Çetin, M. S., Khullar, S., Damaraju, E., Michael, A. M., Baum, S. A. & Calhoun, V. D., Mar 31 2015, In : Frontiers in Neuroscience. 9, MAR, 0095.

Research output: Contribution to journalArticle

Schizophrenia
Magnetic Resonance Imaging
Healthy Volunteers
Brain

Frequency-Specific Neural Signatures of Spontaneous Low-Frequency Resting State Fluctuations in Psychosis: Evidence from Bipolar-Schizophrenia Network on Intermediate Phenotypes (B-SNIP) Consortium

Meda, S. A., Wang, Z., Ivleva, E. I., Poudyal, G., Keshavan, M. S., Tamminga, C. A., Sweeney, J. A., Clementz, B. A., Schretlen, D., Calhoun, V. D., Lui, S., Damaraju, E. & Pearlson, G. D., Nov 1 2015, In : Schizophrenia Bulletin. 41, 6, p. 1336-1348 13 p.

Research output: Contribution to journalArticle

Psychotic Disorders
Schizophrenia
Phenotype
Bipolar Disorder
Brain

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

Xu, J., Calhoun, V. D., Worhunsky, P. D., Xiang, H., Li, J., Wall, J. T., Pearlson, G. D. & Potenza, M. N., Feb 25 2015, In : PLoS One. 10, 2, e0117029.

Research output: Contribution to journalArticle

Neurons
Brain
neurons
brain
Chemical activation

General nonunitary constrained ICA and its application to complex-valued fMRI data

Rodriguez, P. A., Anderson, M., Calhoun, V. D. & Adali, T., Mar 1 2015, In : IEEE Transactions on Biomedical Engineering. 62, 3, p. 922-929 8 p., 6960099.

Research output: Contribution to journalArticle

Independent component analysis
Entropy
Magnetic Resonance Imaging

Generation of synthetic structural magnetic resonance images for deep learning pre-training

Castro, E., Ulloa, A., Plis, S. M., Turner, J. A. & Calhoun, V. D., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 1057-1060 4 p. 7164053

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

Magnetic resonance
Magnetic Resonance Spectroscopy
Learning
Imaging techniques
Magnetic Resonance Imaging

Genetic markers of white matter integrity in schizophrenia revealed by parallel ICA

Gupta, C. N., Chen, J., Liu, J., Damaraju, E., Wright, C., Perrone-Bizzozero, N. I., Pearlson, G., Luo, L., Michael, A. M., Turner, J. A. & Calhoun, V. D., Mar 3 2015, In : Frontiers in Human Neuroscience. 9, MAR, 100.

Research output: Contribution to journalArticle

Anisotropy
Genetic Markers
Schizophrenia
Single Nucleotide Polymorphism
Long-Term Synaptic Depression

Genetic sources of subcomponents of event-related potential in the dimension of psychosis analyzed from the B-SNIP study

Narayanan, B., Ethridge, L. E., O'Neil, K., Dunn, S., Mathew, I., Tandon, N., Calhoun, V. D., Ruaño, G., Kocherla, M., Windemuth, A., Clementz, B. A., Tamminga, C. A., Sweeney, J. A., Keshavan, M. S. & Pearlson, G. D., May 1 2015, In : American Journal of Psychiatry. 172, 5, p. 466-478 13 p.

Research output: Contribution to journalArticle

Evoked Potentials
Psychotic Disorders
Schizophrenia
Bipolar Disorder
Single Nucleotide Polymorphism

Genetic underpinnings of left superior temporal gyrus thickness in patients with schizophrenia

Wolthusen, R. P. F., Hass, J., Walton, E., Turner, J. A., Rössner, V., Sponheim, S. R., Ho, B. C., Holt, D. J., Gollub, R. L., Calhoun, V. D. & Ehrlich, S., Aug 18 2015, In : World Journal of Biological Psychiatry. 16, 6, p. 430-440 11 p.

Research output: Contribution to journalArticle

Temporal Lobe
Schizophrenia
Genome-Wide Association Study
Single Nucleotide Polymorphism
Phosphatidylinositol 3-Kinases

Genome-wide significant linkage of schizophrenia-related neuroanatomical trait to 12q24

Sprooten, E., Gupta, C. N., Knowles, E. E. M., Mckay, D. R., Mathias, S. R., Curran, J. E., Kent, J. W., Carless, M. A., Almeida, M. A., Dyer, T. D., Göring, H. H. H., Olvera, R. L., Kochunov, P., Fox, P. T., Duggirala, R., Almasy, L., Calhoun, V. D., Blangero, J., Turner, J. A. & Glahn, D. C., Dec 1 2015, In : American Journal of Medical Genetics - Neuropsychiatric Genetics. 168, 8, p. 678-686 9 p.

Research output: Contribution to journalArticle

Prefrontal Cortex
Schizophrenia
Genome
Psychiatry
Magnetic Resonance Imaging

G-protein genomic association with normal variation in gray matter density

Chen, J., Calhoun, V. D., Arias-Vasquez, A., Zwiers, M. P., van Hulzen, K., Fernández, G., Fisher, S. E., Franke, B., Turner, J. A. & Liu, J., Nov 1 2015, In : Human Brain Mapping. 36, 11, p. 4272-4286 15 p.

Research output: Contribution to journalArticle

GTP-Binding Proteins
Single Nucleotide Polymorphism
Parietal Lobe
Genes
Neuronal Plasticity

Group-level component analyses of EEG: Validation and evaluation

Huster, R. J., Plis, S. M. & Calhoun, V. D., 2015, In : Frontiers in Neuroscience. 9, JUL, 00254.

Research output: Contribution to journalArticle

Electroencephalography
Information Storage and Retrieval
Magnetic Resonance Imaging
Datasets
Brain

ICA of full complex-valued fMRI data using phase information of spatial maps

Yu, M. C., Lin, Q. H., Kuang, L. D., Gong, X. F., Cong, F. & Calhoun, V. D., Jul 5 2015, In : Journal of Neuroscience Methods. 249, p. 75-91 17 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Masks

Identifying brain dynamic network states via GIG-ICA: Application to schizophrenia, bipolar and schizoaffective disorders

Du, Y., Pearlson, G. D., He, H., Wu, L., Chen, J. & Calhoun, V. D., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 478-481 4 p. 7163915

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

Independent component analysis
Bipolar Disorder
Psychotic Disorders
Brain
Schizophrenia

Increased spatial granularity of left brain activation and unique age/gender signatures: a 4D frequency domain approach to cerebral lateralization at rest

Agcaoglu, O., Miller, R., Mayer, A. R., Hugdahl, K. & Calhoun, V. D., Oct 21 2015, (Accepted/In press) In : Brain Imaging and Behavior.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Brain
Temporal Lobe
Healthy Volunteers
Hemodynamics

Independent component analysis of functional networks for response inhibition: Inter-subject variation in stop signal reaction time

Zhang, S., Tsai, S. J., Hu, S., Xu, J., Chao, H. H., Calhoun, V. D. & Li, C. S. R., Sep 1 2015, In : Human Brain Mapping. 36, 9, p. 3289-3302 14 p.

Research output: Contribution to journalArticle

Reaction Time
Executive Function
Research Personnel
Magnetic Resonance Imaging
Efficiency

Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data

Acharjee, P. P., Phlypo, R., Wu, L., Calhoun, V. D. & Adali, T., Jul 1 2015, In : IEEE Transactions on Biomedical Engineering. 62, 7, p. 1750-1758 9 p., 7042331.

Research output: Contribution to journalArticle

Electroencephalography
Independent component analysis
Magnetic Resonance Imaging

Information flow between interacting human brains: Identification, validation, and relationship to social expertise

Bilek, E., Ruf, M., Schäfer, A., Akdeniz, C., Calhoun, V. D., Schmahl, C., Demanuele, C., Tost, H., Kirsch, P. & Meyer-Lindenberg, A., Apr 21 2015, In : Proceedings of the National Academy of Sciences of the United States of America. 112, 16, p. 5207-5212 6 p.

Research output: Contribution to journalArticle

Forensic Anthropology
Social Behavior
Brain
Interpersonal Relations
Magnetic Resonance Imaging

In Search of Multimodal Neuroimaging Biomarkers of Cognitive Deficits in Schizophrenia

Sui, J., Pearlson, G. D., Du, Y., Yu, Q., Jones, T. R., Chen, J., Jiang, T., Bustillo, J. & Calhoun, V. D., 2015, In : Biological Psychiatry. 78, 11, p. 794-804 11 p.

Research output: Contribution to journalArticle

Neuroimaging
Schizophrenia
Biomarkers
Consensus
Cognition

Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach

Du, Y., Pearlson, G. D., Yu, Q., He, H., Lin, D., Sui, J., Wu, L. & Calhoun, V. D., Aug 2 2015, (Accepted/In press) In : Schizophrenia Research.

Research output: Contribution to journalArticle

Schizophrenia
Prefrontal Cortex
Cluster Analysis
Efficiency
Aptitude

Intrinsic functional brain mapping in reconstructed 4D magnetic susceptibility (χ) data space

Chen, Z. & Calhoun, V. D., Feb 5 2015, In : Journal of Neuroscience Methods. 241, p. 85-93 9 p.

Research output: Contribution to journalArticle

Brain Mapping
Magnetic Resonance Imaging
Tomography
Information Storage and Retrieval
Fingers

Large scale collaboration with autonomy: Decentralized data ICA

Baker, B. T., Silva, R. F., Calhoun, V. D., Sarwate, A. D. & Plis, S. M., Nov 10 2015, IEEE International Workshop on Machine Learning for Signal Processing, MLSP. IEEE Computer Society, Vol. 2015-November. 7324344

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

Independent component analysis
Statistics

Large scale fusion of brain imaging modalities and features using Markov-style dynamics in a feature meta-space

Miller, R. L., Vergara, V. M. & Calhoun, V. D., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 7716-7719 4 p. 7320180

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

Neuroimaging
Brain
Fusion reactions
Imaging techniques
Information Storage and Retrieval

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

Wang, Z., Meda, S. A., Keshavan, M. S., Tamminga, C. A., Sweeney, J. A., Clementz, B. A., Schretlen, D., Calhoun, V. D., Lui, S. & Pearlson, G. D., 2015, In : Frontiers in Psychiatry. 6, DEC, 174.

Research output: Contribution to journalArticle

Psychotic Disorders
Biomarkers
Magnetic Resonance Imaging
Schizophrenia
Joints

Machine learning of structural magnetic resonance imaging predicts psychopathic traits in adolescent offenders

Steele, V. R., Rao, V., Calhoun, V. D. & Kiehl, K. A., Jul 15 2015, (Accepted/In press) In : NeuroImage.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Personality
Personality Disorders
Proxy
Bipolar Disorder

Meta gene set enrichment analyses link miR-137-regulated pathways with schizophrenia risk

Wright, C., Calhoun, V. D., Ehrlich, S., Wang, L., Turner, J. A. & Perrone-Bizzozero, N. I., 2015, In : Frontiers in Genetics. 6, MAR, 147.

Research output: Contribution to journalArticle

Schizophrenia
Genes
MicroRNAs
Single Nucleotide Polymorphism
Eph Family Receptors

MIR137HG risk variant rs1625579 genotype is related to corpus callosum volume in schizophrenia

Patel, V. S., Kelly, S., Wright, C., Gupta, C. N., Arias-Vasquez, A., Perrone-Bizzozero, N., Ehrlich, S., Wang, L., Bustillo, J. R., Morris, D., Corvin, A., Cannon, D. M., McDonald, C., Donohoe, G., Calhoun, V. D. & Turner, J. A., Aug 8 2015, In : Neuroscience Letters. 602, p. 44-49 6 p.

Research output: Contribution to journalArticle

Corpus Callosum
Schizophrenia
Genotype
Genome-Wide Association Study
MicroRNAs

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

Miller, R. L., Erhardt, E. B., Allen, E. A., Michael, A. M., Turner, J. A., Bustillo, J., Ford, J. M., Mathalon, D. H., Van Erp, T. G. M., Potkin, S., Preda, A., Pearlson, G. & Calhoun, V. D., 2015, In : Frontiers in Neuroscience. 9, MAY, 203.

Research output: Contribution to journalArticle

Brain

Multimodal based classification of schizophrenia patients

Cetin, M. S., Houck, J. M., Vergara, V. M., Miller, R. L. & Calhoun, V. D., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 2629-2632 4 p. 7318931

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

Schizophrenia
Magnetic Resonance Imaging
Network components
Brain
Healthy Volunteers

Multimodal Data Fusion Using Source Separation: Application to Medical Imaging

Adali, T., Levin-Schwartz, Y. & Calhoun, V. D., Sep 1 2015, In : Proceedings of the IEEE. 103, 9, p. 1494-1506 13 p., 7214354.

Research output: Contribution to journalArticle

Source separation
Medical imaging
Data fusion
Independent component analysis
Blind source separation

Multimodal Data Fusion Using Source Separation: Two Effective Models Based on ICA and IVA and Their Properties

Adali, T., Levin-Schwartz, Y. & Calhoun, V. D., Sep 1 2015, In : Proceedings of the IEEE. 103, 9, p. 1478-1493 16 p., 7206517.

Research output: Contribution to journalArticle

Source separation
Independent component analysis
Data fusion
Decomposition
Medical imaging

Multimodal imaging measures predict rearrest

Steele, V. R., Claus, E. D., Aharoni, E., Vincent, G. M., Calhoun, V. D. & Kiehl, K. A., Aug 3 2015, In : Frontiers in Human Neuroscience. 9, AUGUST, p. 1-13 13 p., 425.

Research output: Contribution to journalArticle

Multimodal Imaging
Gyrus Cinguli
Evoked Potentials
Hemodynamics
Logistic Models

Multi-subject fMRI analysis via combined independent component analysis and shift-invariant canonical polyadic decomposition

Kuang, L. D., Lin, Q. H., Gong, X. F., Cong, F., Sui, J. & Calhoun, V. D., Dec 30 2015, In : Journal of Neuroscience Methods. 256, p. 127-140 14 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Least-Squares Analysis

Multivariate fusion of EEG and functional MRI data using ICA: Algorithm choice and performance analysis

Levin-Schwartz, Y., Calhoun, V. D. & Adalı, T., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9237. p. 489-496 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9237).

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

Independent component analysis
Independent Component Analysis
Electroencephalography
Performance Analysis
Fusion

Multivariate genetic determinants of EEG oscillations in schizophrenia and psychotic bipolar disorder from the BSNIP study

Narayanan, B., Soh, P., Calhoun, V. D., Ruaño, G., Kocherla, M., Windemuth, A., Clementz, B. A., Tamminga, C. A., Sweeney, J. A., Keshavan, M. S. & Pearlson, G. D., Jun 30 2015, In : Translational Psychiatry. 5, 6, e588.

Research output: Contribution to journalArticle

Bipolar Disorder
Psychotic Disorders
Electroencephalography
Schizophrenia
Phenotype
Brain
Magnetic Resonance Imaging
Research

Neuropsychological profile in adult schizophrenia measured with the CMINDS

FBIRN, 2015, In : Psychiatry Research. 230, 3, p. 826-834 9 p.

Research output: Contribution to journalArticle

Schizophrenia
Verbal Learning
Learning
Neuropsychological Tests
Short-Term Memory

Nonlinear magnitude and linear phase behaviors of T2*imaging: Theoretical approximation and Monte Carlo simulation

Chen, Z. & Calhoun, V. D., May 1 2015, In : Magnetic Resonance Imaging. 33, 4, p. 390-400 11 p.

Research output: Contribution to journalArticle

Phase behavior
Magnetic Resonance Imaging
Imaging techniques
Magnetic resonance
Neuroimaging

Parallel group ICA for multimodal biomedical data analyses

Liu, J., Chen, J. & Calhoun, V. D., Dec 16 2015, Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015. Institute of Electrical and Electronics Engineers Inc., p. 1084-1091 8 p. 7359832

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

Independent component analysis
Brain
Anisotropy
Magnetic resonance imaging
Biomedical Research