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Jingyu Liu 0001
Person information
- affiliation: Georgia State University, Atlanta, GA, USA
Other persons with the same name
- Jingyu Liu — disambiguation page
- Jingyu Liu 0002 — Beihang University, Beijing, China
- Jingyu Liu 0003 — Hebei University of Technology, Tianjin, China
- Jingyu Liu 0004 — Peking University, Beijing, China
- Jingyu Liu 0005 — University of Chinese Academy of Sciences, Beijing, China
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2020 – today
- 2024
- [j30]Rekha Saha, Debbrata K. Saha, Md Abdur Rahaman, Zening Fu, Jingyu Liu, Vince D. Calhoun:
A Method to Estimate Longitudinal Change Patterns in Functional Network Connectivity of the Developing Brain Relevant to Psychiatric Problems, Cognition, and Age. Brain Connect. 14(2): 130-140 (2024) - [j29]Bishal Thapaliya, Riyasat Ohib, Eloy Geenjaar, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis:
Efficient federated learning for distributed neuroimaging data. Frontiers Neuroinformatics 18 (2024) - [c31]Ram Sapkota, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu:
Multimodal Imaging Feature Extraction with Reference Canonical Correlation Analysis Underlying Intelligence. ICASSP 2024: 2071-2075 - [c30]Bhaskar Ray, Jiayu Chen, Zening Fu, Pranav Suresh, Bishal Thapaliya, Britny Farahdel, Vince D. Calhoun, Jingyu Liu:
Replication and Refinement of Brain Age Model for Adolescent Development. ISBI 2024: 1-5 - [i5]Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis:
Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning. CoRR abs/2405.09037 (2024) - [i4]Bishal Thapaliya, Robyn L. Miller, Jiayu Chen, Yu-Ping Wang, Esra Akbas, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Santosh Ghimire, Vince D. Calhoun, Jingyu Liu:
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks. CoRR abs/2405.15805 (2024) - 2023
- [j28]Mohammad S. Eslampanah Sendi, Elaheh Zendehrouh, Zening Fu, Jingyu Liu, Yuhui Du, Elizabeth Mormino, David H. Salat, Vince D. Calhoun, Robyn L. Miller:
Disrupted Dynamic Functional Network Connectivity Among Cognitive Control Networks in the Progression of Alzheimer's Disease. Brain Connect. 13(6): 334-343 (2023) - [c29]Chan Aek Panichvatana, Jiayu Chen, Bradley T. Baker, Bishal Thapaliya, Vince D. Calhoun, Jingyu Liu:
Decentralized Parallel Independent Component Analysis for Multimodal, Multisite Data. EMBC 2023: 1-4 - [c28]Kuaikuai Duan, Rogers F. Silva, Jingyu Liu, Oktay Agcaoglu, Vince D. Calhoun:
Any-Way Independent Component Analysis with Reference. ISBI 2023: 1-4 - [c27]Armin Iraji, Jiayu Chen, Ashkan Faghiri, Zening Fu, Jingyu Liu, Juan R. Bustillo, Tülay Adali, Mukesh Dhamala, Vince D. Calhoun:
Capturing Spatial Dynamics Using Time-Resolved Referenced-Informed Network Estimation Techniques. ISBI 2023: 1-4 - [c26]Pranav Suresh, Bhaskar Ray, Bishal Thapaliya, Britny Farahdel, Behnam Kazemivash, Jiayu Chen, Kuaikuai Duan, Vince D. Calhoun, Jingyu Liu:
Effective Training Strategy for NN Models of Working Memory Classification with Limited Samples. ISBI 2023: 1-4 - [i3]Riyasat Ohib, Bishal Thapaliya, Pratyush Gaggenapalli, Jingyu Liu, Vince D. Calhoun, Sergey M. Plis:
SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training. CoRR abs/2304.07488 (2023) - [i2]Bishal Thapaliya, Esra Akbas, Jiayu Chen, Ram Sapkota, Bhaskar Ray, Pranav Suresh, Vince D. Calhoun, Jingyu Liu:
Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data. CoRR abs/2311.03520 (2023) - 2022
- [j27]Sunitha Basodi, Rajikha Raja, Bhaskar Ray, Harshvardhan Gazula, Anand D. Sarwate, Sergey M. Plis, Jingyu Liu, Eric Verner, Vince D. Calhoun:
Decentralized Brain Age Estimation Using MRI Data. Neuroinformatics 20(4): 981-990 (2022) - [c25]Zening Fu, Mustafa S. Salman, Jingyu Liu, Vince D. Calhoun:
Functional Connectivity Stability: A Signature of Neurocognitive Development and Psychiatric Problems in Children. EMBC 2022: 251-254 - 2021
- [j26]Julia M. Stephen, I. Solis, J. Janowich, M. Stern, Michaela R. Frenzel, Jacob A. Eastman, Mackenzie S. Mills, Christine M. Embury, N. M. Coolidge, Elizabeth Heinrichs-Graham, Andy R. Mayer, Jingyu Liu, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun:
The Developmental Chronnecto-Genomics (Dev-CoG) study: A multimodal study on the developing brain. NeuroImage 225: 117438 (2021) - [j25]Yuntong Bai, Yun Gong, Jianchao Bai, Jingyu Liu, Hong-Wen Deng, Vince D. Calhoun, Yu-Ping Wang:
A Joint Analysis of Multi-Paradigm fMRI Data With Its Application to Cognitive Study. IEEE Trans. Medical Imaging 40(3): 951-962 (2021) - [c24]Thomas DeRamus, Armin Iraji, Zening Fu, Rogers F. Silva, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang, Yuhui Du, Jingyu Liu, Vince D. Calhoun:
Stability of functional network connectivity (FNC) values across multiple spatial normalization pipelines in spatially constrained independent component analysis. BIBE 2021: 1-6 - [c23]Bishal Thapaliya, Vince D. Calhoun, Jingyu Liu:
Environmental and genome-wide association study on children anxiety and depression. BIBM 2021: 2330-2337 - [c22]Britny Farahdel, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Vince D. Calhoun, Jingyu Liu:
Confirmatory Factor Analysis on Mental Health Status using ABCD Cohort. BIBM 2021: 3540-3547 - [c21]Pranav Suresh, Bhaskar Ray, Kuaikuai Duan, Jiayu Chen, Gido Schoenmacker, Barbara Franke, Jan K. Buitelaar, Emma Sprooten, Alejandro Arias-Vasquez, Jessica A. Turner, Jingyu Liu:
Evaluating the Neuroimaging-Genetic Prediction of Symptom Changes in Individuals with ADHD. EMBC 2021: 1950-1956 - [c20]Sunitha Basodi, Rajikha Raja, Bhaskar Ray, Harshvardhan Gazula, Jingyu Liu, Eric Verner, Vince D. Calhoun:
Federation of Brain Age Estimation in Structural Neuroimaging Data. EMBC 2021: 3854-3857 - [c19]Bhaskar Ray, Kuaikuai Duan, Jiayu Chen, Zening Fu, Pranav Suresh, Sarah Johnson, Vince D. Calhoun, Jingyu Liu:
Multimodal Brain Age Prediction with Feature Selection and Comparison. EMBC 2021: 3858-3864 - 2020
- [j24]Md Abdur Rahaman, Daniel H. Mathalon, Hyo Jong Lee, Wenhao Jiang, Bryon A. Mueller, Ole A. Andreassen, Ingrid Agartz, Scott R. Sponheim, Andrew R. Mayer, Julia M. Stephen, Rex E. Jung, Jessica A. Turner, José M. Cañive, Juan R. Bustillo, Vince D. Calhoun, Cota Navin Gupta, Srinivas Rachakonda, Jiayu Chen, Jingyu Liu, Theo G. M. van Erp, Steven G. Potkin, Judith M. Ford:
N-BiC: A Method for Multi-Component and Symptom Biclustering of Structural MRI Data: Application to Schizophrenia. IEEE Trans. Biomed. Eng. 67(1): 110-121 (2020) - [j23]Haleh Falakshahi, Victor M. Vergara, Jingyu Liu, Daniel H. Mathalon, Judith M. Ford, James Voyvodic, Bryon A. Mueller, Aysenil Belger, Sarah C. McEwen, Steven G. Potkin, Adrian Preda, Hooman Rokham, Jing Sui, Jessica A. Turner, Sergey M. Plis, Vince D. Calhoun:
Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia. IEEE Trans. Biomed. Eng. 67(9): 2572-2584 (2020) - [c18]Kuaikuai Duan, Vince D. Calhoun, Jingyu Liu, Rogers F. Silva:
aNy-way Independent Component Analysis. EMBC 2020: 1770-1774 - [i1]Haleh Falakshahi, Victor M. Vergara, Jingyu Liu, Daniel H. Mathalon, Judith M. Ford, James Voyvodic, Bryon A. Mueller, Aysenil Belger, Sarah C. McEwen, Steven G. Potkin, Adrian Preda, Hooman Rokham, Jing Sui, Jessica A. Turner, Sergey M. Plis, Vince D. Calhoun:
Meta-modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia. CoRR abs/2001.01707 (2020)
2010 – 2019
- 2019
- [j22]Barnaly Rashid, Jiayu Chen, Ishtiaque Rashid, Eswar Damaraju, Jingyu Liu, Robyn L. Miller, Oktay Agcaoglu, Theo G. M. van Erp, Kelvin O. Lim, Jessica A. Turner, Daniel H. Mathalon, Judith M. Ford, James Voyvodic, Bryon A. Mueller, Aysenil Belger, Sarah C. McEwen, Steven G. Potkin, Adrian Preda, Vince D. Calhoun:
A framework for linking resting-state chronnectome/genome features in schizophrenia: A pilot study. NeuroImage 184: 843-854 (2019) - [j21]Dongdong Lin, Kent Hutchison, Salvador Portillo, Victor Vegara, Jarrod M. Ellingson, Jingyu Liu, Kenneth S. Krauter, Amanda Carroll-Portillo, Vince D. Calhoun:
Association between the oral microbiome and brain resting state connectivity in smokers. NeuroImage 200: 121-131 (2019) - [j20]Ian F. Akyildiz, Massimiliano Pierobon, Sasitharan Balasubramaniam, Jiankang Zhang, Taihai Chen, Shida Zhong, Jingjing Wang, Wenbo Zhang, Xin Zuo, Robert G. Maunder, Lajos Hanzo, Jiayu Chen, Jingyu Liu, Vince D. Calhoun, Alexander B. Magoun:
Scanning the Issue. Proc. IEEE 107(5): 866-867 (2019) - [j19]Jiayu Chen, Jingyu Liu, Vince D. Calhoun:
Translational Potential of Neuroimaging Genomic Analyses to Diagnosis and Treatment in Mental Disorders. Proc. IEEE 107(5): 912-927 (2019) - [c17]Kuaikuai Duan, Rogers F. Silva, Jiayu Chen, Dongdong Lin, Vince D. Calhoun, Jingyu Liu:
Sparse Infomax Based on Hoyer Projection and its Application to Simulated Structural MRI and SNP Data. ISBI 2019: 418-421 - 2018
- [j18]Flor A. Espinoza, Jessica A. Turner, Victor M. Vergara, Robyn L. Miller, Eva Mennigen, Jingyu Liu, Maria B. Misiura, Jennifer Ciarochi, Hans J. Johnson, Jeffrey D. Long, Henry Jeremy Bockholt, Vincent A. Magnotta, Jane S. Paulsen, Vince D. Calhoun:
Whole-Brain Connectivity in a Large Study of Huntington's Disease Gene Mutation Carriers and Healthy Controls. Brain Connect. 8(3): 166-178 (2018) - [j17]Wenxing Hu, Dongdong Lin, Shaolong Cao, Jingyu Liu, Jiayu Chen, Vince D. Calhoun, Yu-Ping Wang:
Adaptive Sparse Multiple Canonical Correlation Analysis With Application to Imaging (Epi)Genomics Study of Schizophrenia. IEEE Trans. Biomed. Eng. 65(2): 390-399 (2018) - 2017
- [j16]Victor M. Vergara, Jingyu Liu, Eric D. Claus, Kent Hutchison, Vince D. Calhoun:
Alterations of resting state functional network connectivity in the brain of nicotine and alcohol users. NeuroImage 151: 45-54 (2017) - [j15]C. J. Aine, Henry Jeremy Bockholt, Juan R. Bustillo, José M. Cañive, Arvind Caprihan, Charles Gasparovic, Faith M. Hanlon, Jon M. Houck, Rex E. Jung, John Lauriello, Jingyu Liu, Andy R. Mayer, Nora I. Perrone-Bizzozero, Stefan Posse, Julia M. Stephen, Jessica A. Turner, Vincent P. Clark, Vince D. Calhoun:
Multimodal Neuroimaging in Schizophrenia: Description and Dissemination. Neuroinformatics 15(4): 343-364 (2017) - 2015
- [j14]Yuhui Du, Godfrey D. Pearlson, Jingyu Liu, Jing Sui, Qingbao Yu, Hao He, Eduardo Castro, Vince D. Calhoun:
A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders. NeuroImage 122: 272-280 (2015) - [c16]Jingyu Liu, Jiayu Chen, Vince D. Calhoun:
Parallel group ICA for multimodal biomedical data analyses. BIBM 2015: 1084-1091 - 2014
- [j13]Jingyu Liu, Vince D. Calhoun:
A review of multivariate analyses in imaging genetics. Frontiers Neuroinformatics 8: 29 (2014) - [j12]Victor M. Vergara, Alvaro Ulloa, Vince D. Calhoun, David Boutte, Jiayu Chen, Jingyu Liu:
A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function. NeuroImage 98: 386-394 (2014) - [c15]Alvaro Ulloa, Paul Rodríguez, Jingyu Liu, Vince D. Calhoun, Marios S. Pattichis:
A quasi-local method for instantaneous frequency estimation with application to structural magnetic resonance images. EMBC 2014: 1477-1480 - [c14]Yuhui Du, Jingyu Liu, Jing Sui, Hao He, Godfrey D. Pearlson, Vince D. Calhoun:
Exploring difference and overlap between schizophrenia, schizoaffective and bipolar disorders using resting-state brain functional networks. EMBC 2014: 1517-1520 - [c13]Alvaro Ulloa, Jingyu Liu, Victor M. Vergara, Jiayu Chen, Vince D. Calhoun, Marios S. Pattichis:
Three-way parallel independent component analysis for imaging genetics using multi-objective optimization. EMBC 2014: 6651-6654 - [c12]Jiayu Chen, Vince D. Calhoun, Alvaro E. Ulloa, Jingyu Liu:
Parallel ICA with multiple references: A semi-blind multivariate approach. EMBC 2014: 6659-6662 - 2013
- [j11]Jiayu Chen, Vince D. Calhoun, Godfrey D. Pearlson, Nora I. Perrone-Bizzozero, Jing Sui, Jessica A. Turner, Juan R. Bustillo, Stefan Ehrlich, Scott R. Sponheim, José M. Cañive, Beng-Choon Ho, Jingyu Liu:
Guided exploration of genomic risk for gray matter abnormalities in schizophrenia using parallel independent component analysis with reference. NeuroImage 83: 384-396 (2013) - 2012
- [j10]Shashwath A. Meda, Balaji Narayanan, Jingyu Liu, Nora I. Perrone-Bizzozero, Michael C. Stevens, Vince D. Calhoun, David C. Glahn, Li Shen, Shannon L. Risacher, Andrew J. Saykin, Godfrey D. Pearlson:
A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's disease in the ADNI cohort. NeuroImage 60(3): 1608-1621 (2012) - [j9]Jiayu Chen, Vince D. Calhoun, Godfrey D. Pearlson, Stefan Ehrlich, Jessica A. Turner, Beng-Choon Ho, Thomas H. Wassink, Andrew Michael, Jingyu Liu:
Multifaceted genomic risk for brain function in schizophrenia. NeuroImage 61(4): 866-875 (2012) - [j8]Shashwath A. Meda, Balaji Narayanan, Jingyu Liu, Nora I. Perrone-Bizzozero, Michael C. Stevens, Vince D. Calhoun, David C. Glahn, Li Shen, Shannon L. Risacher, Andrew J. Saykin, Godfrey D. Pearlson:
Erratum to "A large scale multivariate parallel ICA method reveals novel imaging-genetic relationships for Alzheimer's Disease in the ADNI cohort" [Neuroimage 60/3(2012) 1608-1621]. NeuroImage 62(3): 2177 (2012) - [c11]Jiayu Chen, Vince D. Calhoun, Jingyu Liu:
ICA order selection based on consistency: Application to genotype data. EMBC 2012: 360-363 - [c10]Jing Sui, Hao He, Jingyu Liu, Qingbao Yu, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun:
Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia. EMBC 2012: 2692-2695 - 2011
- [j7]Jing Sui, Godfrey D. Pearlson, Arvind Caprihan, Tülay Adali, Kent A. Kiehl, Jingyu Liu, Jeremy Yamamoto, Vince D. Calhoun:
Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. NeuroImage 57(3): 839-855 (2011) - [c9]Jiayu Chen, Jingyu Liu, David Boutte, Vince D. Calhoun:
A pipeline for copy number variation detection based on principal component analysis. EMBC 2011: 6975-6978 - 2010
- [j6]Shashwath A. Meda, Kanchana Jagannathan, Joel Gelernter, Vince D. Calhoun, Jingyu Liu, Michael C. Stevens, Godfrey D. Pearlson:
A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia. NeuroImage 53(3): 1007-1015 (2010) - [c8]David Boutte, Jingyu Liu:
Sparse canonical correlation analysis applied to fMRI and genetic data fusion. BIBM 2010: 422-426 - [c7]Jiayu Chen, Jingyu Liu, Vince D. Calhoun:
Correction of copy number variation data using principal component analysis. BIBM Workshops 2010: 827-828
2000 – 2009
- 2009
- [j5]Vince D. Calhoun, Jingyu Liu, Tülay Adali:
A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data. NeuroImage 45(1): S163-S172 (2009) - [j4]Oguz Demirci, Michael C. Stevens, Nancy Andreasen, Andrew Michael, Jingyu Liu, Tonya White, Godfrey D. Pearlson, Vincent P. Clark, Vince D. Calhoun:
Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls. NeuroImage 46(2): 419-431 (2009) - [j3]Jingyu Liu, Kent A. Kiehl, Godfrey D. Pearlson, Nora I. Perrone-Bizzozero, Tom Eichele, Vince D. Calhoun:
Genetic determinants of target and novelty-related event-related potentials in the auditory oddball response. NeuroImage 46(3): 809-816 (2009) - 2008
- [j2]Jingyu Liu, Oguz Demirci, Vincent D. Calhoun:
A Parallel Independent Component Analysis Approach to Investigate Genomic Influence on Brain Function. IEEE Signal Process. Lett. 15: 413-416 (2008) - [c6]Jingyu Liu, Lai Xu, Arvind Caprihan, Vince D. Calhoun:
Extracting principle components for discriminant analysis of FMRI images. ICASSP 2008: 449-452 - [c5]Lai Xu, Jingyu Liu, Tülay Adali, Vince D. Calhoun:
Source based morphometry using structural MRI phase images to identify sources of gray matter and white matter relative differences in schizophrenia versus controls. ICASSP 2008: 533-536 - [c4]Jing Sui, Jingyu Liu, Lei Wu, Andrew Michael, Lai Xu, Tülay Adali, Vince D. Calhoun:
A constrained coefficient ica algorithm for group difference enhancement. ICASSP 2008: 593-596 - 2007
- [c3]Jingyu Liu, Vince D. Calhoun:
Parallel Independent Component Analysis for Multimodal Analysis: Application to FMRI and EEG Data. ISBI 2007: 1028-1031 - 2006
- [c2]Vince D. Calhoun, Tülay Adali, Jingyu Liu:
A feature-based approach to combine functional MRI, structural MRI and EEG brain imaging data. EMBC 2006: 3672-3675 - [c1]Akaysha C. Tang, Matthew T. Sutherland, Christopher J. McKinney, Jingyu Liu, Yan Wang, Lucas C. Parra, Adam D. Gerson, Paul Sajda:
Classifying Single-Trial ERPs from Visual and Frontal Cortex during Free Viewing. IJCNN 2006: 1376-1383 - 2005
- [j1]Akaysha C. Tang, Jingyu Liu, Matthew T. Sutherland:
Recovery of correlated neuronal sources from EEG: The good and bad ways of using SOBI. NeuroImage 28(2): 507-519 (2005)
Coauthor Index
aka: Vincent D. Calhoun
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