Vince Daniel Calhoun

Assistant Professor

1993 …2020
If you made any changes in Pure, your changes will be visible here soon.

Research Output 1993 2020

Filter
Conference contribution
2019

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

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

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

Attention Deficit Disorder with Hyperactivity
Feature extraction
Biomarkers
Basal Ganglia
Cerebellum

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

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

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

Diffusion tensor imaging
Fusion reactions
Independent component analysis
Biomarkers
Imaging techniques

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

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

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

Magnetic Resonance Imaging
Elbow
Dynamic analysis
Cluster Analysis
Brain

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

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

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

Functional Magnetic Resonance Imaging
Independent component analysis
Independent Component Analysis
Neural Networks
Neural networks

Disjoint Subspaces for Common and Distinct Component Analysis: Application to Task FMRI Data

Akhonda, M. A. B. S., Long, Q., Bhinge, S., Calhoun, V. D. & Adali, T., Apr 16 2019, 2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019. Institute of Electrical and Electronics Engineers Inc., 8693045. (2019 53rd Annual Conference on Information Sciences and Systems, CISS 2019).

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

Independent component analysis
Data fusion
Electric fuses

Extraction of co-expressed discriminative features of schizophrenia in imaging epigenetics framework

Bai, Y., Pascal, Z., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

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

schizophrenia
Epigenomics
magnetic resonance
Schizophrenia
methylation

Improved estimation of dynamic connectivity from resting-state fMRI data

Cai, B., Stephen, J. M., Wilson, T. W., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Image Processing. Landman, B. A., Angelini, E. D., Angelini, E. D. & Angelini, E. D. (eds.). SPIE, 109490P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10949).

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

magnetic resonance
Magnetic Resonance Imaging
Independent component analysis
Time series
Brain

Joint Gaussian copula model for mixed data with application to imaging epigenetics study of schizophrenia

Zhang, A., Calhoun, V. D. & Wang, Y. P., Jan 1 2019, Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and Applications. Bak, P. R. & Chen, P-H. (eds.). SPIE, 109540R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10954).

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

schizophrenia
methylation
Epigenomics
Brain
Schizophrenia

Multimodal neuroimaging patterns associated with social responsiveness impairment in autism: A replication study

Li, T., Fu, Z., Liu, X., Qi, S., Calhoun, V. D. & Sui, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 409-413 5 p. 8759460. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Neuroimaging
Autistic Disorder
Brain
Occipital Lobe
Aptitude

Phase fMRI reveals sparser function connectivity than magnitude fMRI

Chen, Z. & Calhoun, V., Jan 1 2019, Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 109530D. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10953).

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

brain
Magnetic Resonance Imaging
Brain
Independent component analysis
Magnetic Fields

Prediction of progression to Alzheimer's disease with deep infomax

Fedorov, A., Hjelm, R. D., Abrol, A., Fu, Z., Du, Y., Plis, S. & Calhoun, V. D., May 1 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834630. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

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

Neuroimaging
Alzheimer Disease
Brain
Benchmarking
Unsupervised learning

Sparse infomax based on hoyer projection and its application to simulated structural MRI and SNP data

Duan, K., Silva, R. F., Chen, J., Lin, D., Calhoun, V. D. & Liu, J., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 418-421 4 p. 8759599. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Magnetic resonance imaging
Single Nucleotide Polymorphism
Neuroimaging
Brain
Imaging techniques

Using gradient as a new metric for dynamic connectivity estimation from resting fMRI data

Faghiri, A., Stephen, J. M., Wang, Y. P., Wilson, T. W. & Calhoun, V. D., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 1805-1808 4 p. 8759523. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

Brain
Connectome
Magnetic Resonance Imaging
Neuroimaging
Imaging techniques

Weak Mutual Information between Functional Domains in Schizophrenia

Salman, M. S., Vergara, V. M., Damaraju, E. & Calhoun, V. D., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1362-1366 5 p. 8645233. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Brain
Entropy
Linear regression
Magnetic Resonance Imaging
2018

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

Brain functional mapping and network connectivity of reconstructed magnetic susceptibility data

Chen, Z. & Calhoun, V. D., 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

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

Detection of differentially developed functional connectivity patterns in adolescents based on tensor discriminative analysis

Fang, J., Stephen, J., Wilson, T., 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. 10-14 5 p.

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

Tensors
Decomposition
Sexual Development
Puberty
Tuning

Discriminating ADHD from Healthy Controls Using a Novel Feature Selection Method Based on Relative Importance and Ensemble Learning

Yao, D., Guo, X., Zhao, Q., Liu, L., Cao, Q., Wang, Y., Calhoun, V. D., Sun, L. & Sui, J., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 4632-4635 4 p. 8513155

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

Attention Deficit Disorder with Hyperactivity
Feature extraction
Learning
Biomarkers
Brain

Dynamic Whole Brain Polarity Regimes Strongly Distinguish Controls from Schizophrenia Patients

Miller, R. L. & Calhoun, V. D., Jul 31 2018, 2018 International Workshop on Pattern Recognition in Neuroimaging, PRNI 2018. Institute of Electrical and Electronics Engineers Inc., 8423965

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

Brain
Schizophrenia
Chemical activation
Magnetic Resonance Imaging
Oxygen

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

Exploring different impaired speed of genetic-related brain function and structures in schizophrenic progress using multimodal analysis∗

Luo, N., Tian, L., Calhoun, V. D., Chen, J., Lin, D., Vergara, V. M., Rao, S., Zhang, F. & Sui, J., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 4126-4129 4 p. 8513313

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

Nucleotides
Polymorphism
Brain
Schizophrenia
Single Nucleotide Polymorphism

Graph Modularity and Randomness Measures: A Comparative Study

Vergara, V. M., Yu, Q. & Calhoun, V. D., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 33-36 4 p. 8470322

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

Brain
Graph theory

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

In-between and cross-frequency dependence-based summarization of resting-state fMRI data

Yaesoubi, M., Silva, R. F. & Calhoun, V. D., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 93-96 4 p. 8470314

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

Information retrieval
Brain
Imaging techniques
Magnetic Resonance Imaging

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

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

Multi-modal brain connectivity study using deep collaborative learning

Hu, W., Cai, B., Calhoun, V. D. & Wang, Y. P., Jan 1 2018, Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities - 2nd International Workshop, GRAIL 2018 and 1st International Workshop, Beyond MIC 2018 Held in Conjunction with MICCAI 2018, Proceedings. Stoyanov, D., Sotiras, A., Papiez, B., Dalca, A. V., Martel, A., Parisot, S., Ferrante, E., Maier-Hein, L., Sabuncu, M. R., Shen, L. & Taylor, Z. (eds.). Springer Verlag, p. 66-73 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11044 LNCS).

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

Collaborative Learning
Brain
Canonical Correlation Analysis
Connectivity
Regression
2017

ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers

Acar, E., Levin-Schwartz, Y., Calhoun, V. D. & Adali, T., Oct 23 2017, 25th European Signal Processing Conference, EUSIPCO 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 643-647 5 p. 8081286

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

Neuroimaging
Biomarkers
Electroencephalography
Tensors
Fusion reactions

Adaptive windowing and windowless approaches to estimate dynamic functional brain connectivity

Yaesoubi, M. & Calhoun, V. D., 2017, Wavelets and Sparsity XVII. SPIE, Vol. 10394. 1039411

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

brain
Brain
Connectivity
Locality
estimates

A deep-learning approach to translate between brain structure and functional connectivity

Calhoun, V. D., Amin, M. F., Hjelm, D., Damaraju, E. & Plis, S. M., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6155-6159 5 p. 7953339

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

Brain
Magnetic resonance imaging
Dynamic models
Deep learning

A graph theoretical approach for performance comparison of ICA for fMRI analysis

Long, Q., Bhinge, S., Levin-Schwartz, Y., Calhoun, V. D. & Adali, T., May 10 2017, 2017 51st Annual Conference on Information Sciences and Systems, CISS 2017. Institute of Electrical and Electronics Engineers Inc., 7926108

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

Independent component analysis
Entropy
Magnetic Resonance Imaging
Graph
Functional magnetic resonance imaging

Comparison of functional network connectivity and granger causality for resting state fMRI data

Zhang, C., Lin, Q. H., Zhang, C. Y., Hao, Y. G., Gong, X. F., Cong, F. & Calhoun, V. D., 2017, Advances in Neural Networks - ISNN 2017 - 14th International Symposium, ISNN 2017, Proceedings. Springer Verlag, Vol. 10262 LNCS. p. 559-566 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10262 LNCS).

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

Granger Causality
Network Connectivity
Functional Magnetic Resonance Imaging
Connectivity
Independent component analysis

Cooperative learning: Decentralized data neural network

Lewis, N., Plis, S. & Calhoun, V., Jun 30 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 324-331 8 p. 7965872

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

Neural networks
Neuroimaging
Data transfer
Backpropagation
Classifiers

Decentralized independent vector analysis

Wojtalewicz, N. P., Silva, R. F., Calhoun, V. D., Sarwate, A. D. & Plis, S. M., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 826-830 5 p. 7952271

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

Blind source separation
Message passing
Communication

Diagnosing schizophrenia by integrating genomic and imaging data through network fusion

Deng, S. P., Lin, D., Calhoun, V. D. & Wang, Y. P., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1307-1313 7 p. 7822707

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

Schizophrenia
Fusion reactions
Imaging techniques
Labels
Neuroimaging

Discriminating bipolar disorder from major depression based on kernel SVM using functional independent components

Gao, S., Osuch, E. A., Wammes, M., Theberge, J., Jiang, T. Z., Calhoun, V. D. & Sui, J., Dec 5 2017, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 1-6 6 p.

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

Support vector machines
Biomarkers
Classifiers
Magnetic Resonance Imaging

Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation method

Yan, W., Plis, S., Calhoun, V. D., Liu, S., Jiang, R., Jiang, T. Z. & Sui, J., Dec 5 2017, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 1-6 6 p.

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

Network layers
Brain
Independent component analysis
Biomarkers
Deep neural networks

End-to-end learning of brain tissue segmentation from imperfect labeling

Fedorov, A., Johnson, J., Damaraju, E., Ozerin, A., Calhoun, V. D. & Plis, S., Jun 30 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 3785-3792 8 p. 7966333

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

Labeling
Brain
Tissue
Magnetic resonance
Processing

Enforcing co-expression in multimodal regression framework

Zille, P., Calhoun, V. D. & Wang, Y. P., Jan 1 2017, PACIFIC SYMPOSIUM ON BIOCOMPUTING 2017. 212679 ed. World Scientific Publishing Co. Pte. Ltd., p. 105-116 12 p.

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

Data integration
Nucleotides
Polymorphism
Display devices
Schizophrenia

Flexible large-scale fMRI analysis: A survey

Kim, S. J., Calhoun, V. D. & Adali, T., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6319-6323 5 p. 7953372

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

Brain
Factorization
Tensors
Magnetic Resonance Imaging
Availability

Fused estimation of sparse connectivity patterns from rest fMRI

Zille, P., Calhoun, V. D., Stephen, J. M., Wilson, T. W. & Wang, Y. P., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6160-6164 5 p. 7953340

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

Brain
Magnetic Resonance Imaging
Experiments

Group information guided ICA shows more sensitivity to group differences than dual-regression

Salman, M. S., Du, Y., Damaraju, E., Lin, Q. & Calhoun, V. D., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 362-365 4 p. 7950538

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

Independent component analysis
Biomarkers
Magnetic Resonance Imaging
Brain
Passive Cutaneous Anaphylaxis

Identifying FMRI dynamic connectivity states using affinity propagation clustering method: Application to schizophrenia

Salman, M. S., Du, Y. & Calhoun, V. D., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 904-908 5 p. 7952287

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

Brain
Biomarkers

Integration of multiple genomic imaging data for the study of schizophrenia using joint nonnegative matrix factorization

Wang, M., Huang, T. Z., Calhoun, V. D., Fang, J. & Wang, Y. P., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1083-1087 5 p. 7952323

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

Factorization
Brain
Nucleotides
Polymorphism
Imaging techniques

Learning schizophrenia imaging genetics data via Multiple Kernel Canonical Correlation Analysis

Richfield, O., Alam, M. A., Calhoun, V. D. & Wang, Y. P., Jan 17 2017, Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 507-511 5 p. 7822570

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

Schizophrenia
Learning
DNA Methylation
Imaging techniques
Single Nucleotide Polymorphism

Model order effects on independent vector analysis applied to complex-valued fMRI data

Kuang, L. D., Lin, Q. H., Gong, X. F., Chen, Y. G., Cong, F. & Calhoun, V. D., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 81-84 4 p. 7950473

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

Magnetic Resonance Imaging
Independent component analysis

Non-orthogonal constrained independent vector analysis: Application to data fusion

Bhinge, S., Long, Q., Levin-Schwartz, Y., Boukouvalas, Z., Calhoun, V. D. & Adali, T., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2666-2670 5 p. 7952640

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

Data fusion
Medical imaging
Cost functions
Sensors

Post-ICA phase de-noising for resting-state complex-valued FMRI data

Kuang, L. D., Lin, Q. H., Gong, X. F., Cong, F. & Calhoun, V. D., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 856-860 5 p. 7952277

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

Independent component analysis
Magnetic Resonance Imaging