Research Output 1993 2018

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Conference contribution
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

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. & 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

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

Learning schizophrenia imaging genetics data via Multiple Kernel Canonical Correlation Analysis

Richfield, O., Alam, M. A., Calhoun, V. & 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

Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivity

Jiang, R., Qi, S., Du, Y., Yan, W., Calhoun, V. D., Jiang, T. & 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

Feature extraction
Brain

Schizophrenia genes discovery by mining the minimum spanning trees from multi-dimensional imaging genomic data integration

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. 1493-1500 8 p. 7822743

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

Data integration
Genetic Association Studies
Schizophrenia
Genes
Imaging techniques

See without looking: Joint Visualization of sensitive multi-site datasets

Saha, D. K., Calhoun, V. D., Panta, S. R. & Plis, S. M. 2017 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. International Joint Conferences on Artificial Intelligence, p. 2672-2678 7 p.

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

Neuroimaging
Visualization
Quality control
Screening
Agglomeration

Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia

Acar, E., Levin-Schwartz, Y., Calhoun, V. D. & Adali, T. Sep 25 2017 IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050303

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

Electroencephalography
Tensors
Fusion reactions
Factorization
Electrodes

Two models for fusion of medical imaging data: Comparison and connections

Levin-Schwartz, Y., 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. 6165-6169 5 p. 7953341

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

Medical imaging
Neuroimaging
Data fusion
Chemical activation
Decomposition
2016

An adaptive fixed-point IVA algorithm applied to multi-subject complex-valued FMRI data

Kuang, L. D., Lin, Q. H., Gong, X. F., Cong, F. & Calhoun, V. D. May 18 2016 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May, p. 714-718 5 p. 7471768

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

Gaussian distribution
Maximum likelihood estimation
Covariance matrix
Magnetic Resonance Imaging

Influence function of multiple kernel canonical analysis to identify outliers in imaging genetics data

Alam, M. A., Calhoun, V. & Wang, Y. P. Oct 2 2016 ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 210-219 10 p.

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

Imaging techniques
Genetic Research
Information Storage and Retrieval
DNA Methylation
Visualization

Integration of SNPs-FMRI-methylation data with sparse multi-CCA for schizophrenia study

Hu, W., Lin, D., Calhoun, V. D. & Wang, Y. P. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 3310-3313 4 p. 7591436

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

Methylation
Biomarkers
Single Nucleotide Polymorphism
Brain
Schizophrenia

Multimodal fusion of brain structural and functional imaging with a deep neural machine translation approach

Amin, M. F., Plis, S. M., Damaraju, E., Hjelm, D., Cho, K. & Calhoun, V. D. Apr 25 2016 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-April, p. 1-4 4 p. 7459160

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

Brain
Fusion reactions
Imaging techniques
Magnetic resonance imaging
Independent component analysis

Predicting schizophrenia by fusing networks from SNPs, DNA methylation and fMRI data

Deng, S. P., Lin, D., Calhoun, V. D. & Wang, Y. P. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 1447-1450 4 p. 7590981

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

DNA Methylation
Single Nucleotide Polymorphism
Schizophrenia
Magnetic Resonance Imaging
Fusion reactions

Privacy-preserving source separation for distributed data using independent component analysis

Imtiaz, H., Silva, R., Baker, B., Plis, S. M., Sarwate, A. D. & Calhoun, V. Apr 26 2016 2016 50th Annual Conference on Information Systems and Sciences, CISS 2016. Institute of Electrical and Electronics Engineers Inc., p. 123-127 5 p. 7460488

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

Source separation
Independent component analysis
Neuroimaging
Blind source separation
Health

Randomness in resting state functional connectivity matrices

Vergara, V. M. & Calhoun, V. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 5563-5566 4 p. 7591987

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

Brain
Blood
Oxygen
Noise
Contamination

Robust kernel canonical correlation analysis to detect gene-gene interaction for imaging genetics data

Alam, M. A., Calhoun, V., Komori, O. & Wang, Y. P. Oct 2 2016 ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 279-288 10 p.

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

Genes
Imaging techniques
Statistics
Nucleotides
Polymorphism

Supervised multimodal fusion and its application in searching joint neuromarkers of working memory deficits in schizophrenia

Qi, S., Calhoun, V. D., Van Erp, T. G. M., Damaraju, E., Bustillo, J., Du, Y., Turner, J. A., Mathalon, D. H., Ford, J. M., Voyvodic, J., Mueller, B. A., Belger, A., Ewen, S. M., Potkin, S. G., Preda, A., Birn, F., Jiang, T. & Sui, J. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 4021-4026 6 p. 7591609

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

Informatics
Memory Disorders
Short-Term Memory
Biomedical Research
Schizophrenia

The chronnectome: Evaluating replicability of dynamic connectivity patterns in 7500 resting fMRI datasets

Abrol, A., Chaze, C., Damaraju, E. & Calhoun, V. D. Oct 13 2016 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October, p. 5571-5574 4 p. 7591989

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

Magnetic Resonance Imaging
Datasets

Time-varying frequency modes of resting fMRI brain networks reveal significant gender differences

Yaesoubi, M., Miller, R. L., Adali, T. & Calhoun, V. D. May 18 2016 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May, p. 6310-6314 5 p. 7472891

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

Brain
Chemical activation
Spectrum analysis
Independent component analysis
Magnetic Resonance Imaging
2015

Classification of schizophrenia and bipolar patients using static and time-varying resting-state FMRI brain connectivity

Rashid, B., Arbabshirani, M. R., Damaraju, E., Millar, R., Cetin, M. S., Pearlson, G. D. & Calhoun, V. D. Jul 21 2015 Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July, p. 251-254 4 p. 7163861

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

Brain
Schizophrenia
Neuroimaging
Electric network analysis
Classifiers

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

Castro, E., Hjelm, D., Plis, S., Dinh, L., Turner, J. & Calhoun, V. 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 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

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

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

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

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

Multimodal based classification of schizophrenia patients

Cetin, M. S., Houck, J. M., Vergara, V. M., Miller, R. L. & Calhoun, V. 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

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

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

Rate-agnostic (causal) structure learning

Plis, S., Danks, D., Freeman, C. & Calhoun, V. 2015 Advances in Neural Information Processing Systems. Neural information processing systems foundation, Vol. 2015-January, p. 3303-3311 9 p.

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

Learning algorithms
Time series

Resting fMRI measures are associated with cognitive deficits in schizophrenia assessed by the MATRICS consensus cognitive battery

He, H., Bustillo, J., Du, Y., Yu, Q., Jones, T. R., Jiang, T., Calhoun, V. D. & Sui, J. 2015 Medical Imaging 2015: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE, Vol. 9417, 94171V

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

schizophrenia
electric batteries
Schizophrenia
Consensus
Magnetic Resonance Imaging

SchizConnect: Virtual Data integration in neuroimaging

Ambite, J. L., Tallis, M., Alpert, K., Keator, D. B., King, M., Landis, D., Konstantinidis, G., Calhoun, V. D., Potkin, S. G., Turner, J. A. & Wang, L. 2015 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9162, p. 37-51 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9162)

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

Neuroimaging
Data integration
Data Integration
Imaging
Imaging techniques

Sensory load hierarchy-based classification of schizophrenia patients

Cetin, M. S., Stephen, J. M. & Calhoun, V. D. Dec 9 2015 Proceedings - International Conference on Image Processing, ICIP. IEEE Computer Society, Vol. 2015-December, p. 467-471 5 p. 7350842

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

Network components
Level control
Testing