Julia M. Stephen

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 58

Top Topics

Functional Connectivity

Tensor Decomposition

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Trans. Medical Imaging

Publications

Longyun Chen, Chen Qiao, Kai Ren, Gang Qu, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
Explainable spatio-temporal graph evolution learning with applications to dynamic brain network analysis during development. NeuroImage 298 (2024)
Gang Qu, Anton Orlichenko, Junqi Wang, Gemeng Zhang, Li Xiao, Kun Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Interpretable Cognitive Ability Prediction: A Comprehensive Gated Graph Transformer Framework for Analyzing Functional Brain Networks. IEEE Trans. Medical Imaging 43 (4) (2024)
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
Learning Spatiotemporal Brain Dynamics in Adolescents via Multimodal MEG and fMRI Data Fusion Using Joint Tensor/Matrix Decomposition. IEEE Trans. Biomed. Eng. 71 (7) (2024)
Anton Orlichenko, Gang Qu, Ziyu Zhou, Anqi Liu, Hong-Wen Deng, Zhengming Ding, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds. CoRR (2024)
Lan Yang, Chen Qiao, Huiyu Zhou, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
Explainable Multimodal Deep Dictionary Learning to Capture Developmental Differences From Three fMRI Paradigms. IEEE Trans. Biomed. Eng. 70 (8) (2023)
Anton Orlichenko, Gang Qu, Gemeng Zhang, Binish Patel, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Latent Similarity Identifies Important Functional Connections for Phenotype Prediction. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. Neuroinformatics 21 (1) (2023)
Faming Xu, Chen Qiao, Huiyu Zhou, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
An explainable autoencoder with multi-paradigm fMRI fusion for identifying differences in dynamic functional connectivity during brain development. Neural Networks 159 (2023)
Irina Belyaeva, Ben Gabrielson, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data. Neuroinformatics 21 (1) (2023)
Madison H. Fung, Elizabeth Heinrichs-Graham, Brittany K. Taylor, Michaela R. Frenzel, Jacob A. Eastman, Yu-Ping Wang, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson
The development of sensorimotor cortical oscillations is mediated by pubertal testosterone. NeuroImage 264 (2022)
Dathan C. Gleichmann, John F. L. Pinner, Christopher Garcia, Jaynie H. Hakeem, Piyadasa Kodituwakku, Julia M. Stephen
A Pilot Study Examining the Effects of Music Training on Attention in Children with Fetal Alcohol Spectrum Disorders (FASD). Sensors 22 (15) (2022)
Gemeng Zhang, Biao Cai, Aiying Zhang, Zhuozhuo Tu, Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model. NeuroImage 260 (2022)
Joonas Iivanainen, Amir Borna, Rasmus Zetter, Tony R. Carter, Julia M. Stephen, Jim McKay, Lauri Parkkonen, Samu Taulu, Peter D. D. Schwindt
Calibration and Localization of Optically Pumped Magnetometers Using Electromagnetic Coils. Sensors 22 (8) (2022)
Oktay Agcaoglu, Tony W. Wilson, Yu-Ping Wang, Julia M. Stephen, Vince D. Calhoun
Longitudinal Changes in Resting State FMRI Spectra in Children. EMBC (2022)
Brittany K. Taylor, Michaela R. Frenzel, Jacob A. Eastman, Christine M. Embury, Oktay Agcaoglu, Yu-Ping Wang, Julia M. Stephen, Vince D. Calhoun, Tony W. Wilson
Individual differences in amygdala volumes predict changes in functional connectivity between subcortical and cognitive control networks throughout adolescence. NeuroImage 247 (2022)
Li Xiao, Biao Cai, Gang Qu, Gemeng Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Distance Correlation-Based Brain Functional Connectivity Estimation and Non-Convex Multi-Task Learning for Developmental fMRI Studies. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Nathan M. Petro, Lauren R. Ott, Samantha H. Penhale, Maggie P. Rempe, Christine M. Embury, Giorgia Picci, Yu-Ping Wang, Julia M. Stephen, Vince D. Calhoun, Tony W. Wilson
Eyes-closed versus eyes-open differences in spontaneous neural dynamics during development. NeuroImage 258 (2022)
Brittany K. Taylor, Elizabeth Heinrichs-Graham, Jacob A. Eastman, Michaela R. Frenzel, Yu-Ping Wang, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson
Longitudinal changes in the neural oscillatory dynamics underlying abstract reasoning in children and adolescents. NeuroImage 253 (2022)
Poomipat Boonyakitanont, Ben Gabrielson, Irina Belyaeva, Parthan Olikkal, Jitkomut Songsiri, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun, Julia M. Stephen, Tülay Adali
An ICA-based framework for joint analysis of cognitive scores and MEG event-related fields. EMBC (2022)
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)
Lauren R. Ott, Samantha H. Penhale, Brittany K. Taylor, Brandon J. Lew, Yu-Ping Wang, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson
Spontaneous cortical MEG activity undergoes unique age- and sex-related changes during the transition to adolescence. NeuroImage 244 (2021)
Wenxing Hu, Xianghe Meng, Yuntong Bai, Aiying Zhang, Gang Qu, Biao Cai, Gemeng Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Interpretable Multimodal Fusion Networks Reveal Mechanisms of Brain Cognition. IEEE Trans. Medical Imaging 40 (5) (2021)
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, J. 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 (2021)
Guixia Pan, Li Xiao, Yuntong Bai, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Multiview Diffusion Map Improves Prediction of Fluid Intelligence With Two Paradigms of fMRI Analysis. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Li Xiao, Aiying Zhang, Biao Cai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Correlation Guided Graph Learning to Estimate Functional Connectivity Patterns From fMRI Data. IEEE Trans. Biomed. Eng. 68 (4) (2021)
Yipu Zhang, Li Xiao, Gemeng Zhang, Biao Cai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Multi-Paradigm fMRI Fusion via Sparse Tensor Decomposition in Brain Functional Connectivity Study. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Wenxing Hu, Xianghe Meng, Yuntong Bai, Aiying Zhang, Biao Cai, Gemeng Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Interpretable multimodal fusion networks reveal mechanisms of brain cognition. CoRR (2020)
Peyman Hosseinzadeh Kassani, Li Xiao, Gemeng Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Causality based Feature Fusion for Brain Neuro-Developmental Analysis. CoRR (2020)
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) (2020)
Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
A hypergraph learning method for brain functional connectivity network construction from fMRI data. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Peyman Hosseinzadeh Kassani, Li Xiao, Gemeng Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Causality-Based Feature Fusion for Brain Neuro-Developmental Analysis. IEEE Trans. Medical Imaging 39 (11) (2020)
Gemeng Zhang, Biao Cai, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model. IEEE Trans. Medical Imaging 39 (2) (2020)
Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
A Manifold Regularized Multi-Task Learning Model for IQ Prediction From Two fMRI Paradigms. IEEE Trans. Biomed. Eng. 67 (3) (2020)
Oktay Agcaoglu, Tony W. Wilson, Yu-Ping Wang, Julia M. Stephen, Vince D. Calhoun
Dynamic Resting-State Connectivity Differences in Eyes Open Versus Eyes Closed Conditions. Brain Connect. 10 (9) (2020)
Biao Cai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
A GICA-TVGL framework to study sex differences in resting state fMRI dynamic connectivity. Medical Imaging: Image Processing (2020)
Li Xiao, Junqi Wang, Peyman Hosseinzajeh Kassani, Yipu Zhang, Yuntong Bai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Multi-Hypergraph Learning-Based Brain Functional Connectivity Analysis in fMRI Data. IEEE Trans. Medical Imaging 39 (5) (2020)
Aiying Zhang, Gemeng Zhang, Biao Cai, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence. CoRR (2020)
Aiying Zhang, Biao Cai, Wenxing Hu, Bochao Jia, Faming Liang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence. IEEE Trans. Medical Imaging 39 (2) (2020)
Abraham D. Killanin, Alex I. Wiesman, Elizabeth Heinrichs-Graham, Boman R. Groff, Michaela R. Frenzel, Jacob A. Eastman, Yu-Ping Wang, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson
Development and sex modulate visuospatial oscillatory dynamics in typically-developing children and adolescents. NeuroImage 221 (2020)
Junqi Wang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Graph Laplacian learning based Fourier Transform for brain network analysis with resting state fMRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Aiying Zhang, Gemeng Zhang, Biao Cai, Wenxing Hu, Li Xiao, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM). CoRR (2020)
Michael P. Trevarrow, Max J. Kurz, Timothy J. McDermott, Alex I. Wiesman, Mackenzie S. Mills, Yu-Ping Wang, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson
The developmental trajectory of sensorimotor cortical oscillations. NeuroImage 184 (2019)
Ashkan Faghiri, Julia M. Stephen, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun
Using Gradient as a New Metric for Dynamic Connectivity Estimation from Resting fMRI Data. ISBI (2019)
Biao Cai, Gemeng Zhang, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso. IEEE Trans. Biomed. Eng. 66 (7) (2019)
Christine M. Embury, Alex I. Wiesman, Amy L. Proskovec, Mackenzie S. Mills, Elizabeth Heinrichs-Graham, Yu-Ping Wang, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson
Neural dynamics of verbal working memory processing in children and adolescents. NeuroImage 185 (2019)
Ashkan Faghiri, Julia M. Stephen, Yu-Ping Wang, Tony W. Wilson, Vince D. Calhoun
Brain Development Includes Linear and Multiple Nonlinear Trajectories: A Cross-Sectional Resting-State Functional Magnetic Resonance Imaging Study. Brain Connect. 9 (10) (2019)
Biao Cai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Improved estimation of dynamic connectivity from resting-state fMRI data. Medical Imaging: Image Processing (2019)
Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Alternating Diffusion Map Based Fusion of Multimodal Brain Connectivity Networks for IQ Prediction. IEEE Trans. Biomed. Eng. 66 (8) (2019)
Junqi Wang, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
Integration of network topological features and graph Fourier transform for fMRI data analysis. ISBI (2018)
Biao Cai, Pascal Zille, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Estimation of Dynamic Sparse Connectivity Patterns From Resting State fMRI. IEEE Trans. Medical Imaging 37 (5) (2018)
Jian Fang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
Detection of differentially developed functional connectivity patterns in adolescents based on tensor discriminative analysis. ISBI (2018)
Pascal Zille, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
Fused Estimation of Sparse Connectivity Patterns From Rest fMRI - Application to Comparison of Children and Adult Brains. IEEE Trans. Medical Imaging 37 (10) (2018)
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) (2017)
Jon M. Houck, Mustafa S. Çetin, Andrew R. Mayer, Juan R. Bustillo, Julia M. Stephen, Cheryl J. Aine, José M. Cañive, Nora I. Perrone-Bizzozero, Robert J. Thoma, Matthew J. Brookes, Vince D. Calhoun
Magnetoencephalographic and functional MRI connectomics in schizophrenia via intra- and inter-network connectivity. NeuroImage 145 (2017)
Pascal Zille, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
Fused estimation of sparse connectivity patterns from rest fMRI. ICASSP (2017)
Lin Gao, Tongsheng Zhang, Jue Wang, Julia M. Stephen
A Pilot Study on Brain Source Localization and Connectivity Analysis with MEG Responses to Unilateral Tactile Stimuli in Healthy Children Using Normalized Principal Component Analysis. J. Signal Process. Syst. 87 (2) (2017)
Anees Abrol, Eswar Damaraju, Robyn L. Miller, Julia M. Stephen, Eric D. Claus, Andrew R. Mayer, Vince D. Calhoun
Replicability of time-varying connectivity patterns in large resting state fMRI samples. NeuroImage 163 (2017)
Lin Gao, Jue Wang, Julia M. Stephen, Tongsheng Zhang
Current source mapping by spontaneous MEG and ECoG in piglets model. Biomed. Signal Process. Control. 23 (2016)
Mustafa S. Çetin, Julia M. Stephen, Vince D. Calhoun
Sensory load hierarchy-based classification of schizophrenia patients. ICIP (2015)
C. J. Aine, Lori Sanfratello, John C. Adair, Janice E. Knoefel, C. Qualls, S. L. Lundy, Arvind Caprihan, D. Stone, Julia M. Stephen
Characterization of a normal control group: Are they healthy? NeuroImage 84 (2014)
Sanja Josef Golubic, Cheryl J. Aine, Julia M. Stephen, John C. Adair, Janice E. Knoefel, Selma Supek
Modulatory role of the prefrontal generator within the auditory M50 network. NeuroImage 92 (2014)
Mustafa S. Çetin, Fletcher Christensen, Christopher C. Abbott, Julia M. Stephen, Andrew R. Mayer, José M. Cañive, Juan R. Bustillo, Godfrey D. Pearlson, Vince D. Calhoun
Thalamus and posterior temporal lobe show greater inter-network connectivity at rest and across sensory paradigms in schizophrenia. NeuroImage 97 (2014)
Julia M. Stephen, Brian A. Coffman, Rex E. Jung, Juan R. Bustillo, C. J. Aine, Vincent D. Calhoun
Using joint ICA to link function and structure using MEG and DTI in schizophrenia. NeuroImage 83 (2013)
C. J. Aine, Lori Sanfratello, Douglas M. Ranken, Elaine Best, J. A. MacArthur, T. Wallace, K. Gilliam, C. H. Donahue, R. Montaño, J. E. Bryant, A. Scott, Julia M. Stephen
MEG-SIM: A Web Portal for Testing MEG Analysis Methods using Realistic Simulated and Empirical Data. Neuroinformatics 10 (2) (2012)
C. J. Aine, J. E. Bryant, Janice E. Knoefel, John C. Adair, Blaine Hart, C. H. Donahue, R. Montaño, R. Hayek, C. Qualls, Douglas M. Ranken, Julia M. Stephen
Different strategies for auditory word recognition in healthy versus normal aging. NeuroImage 49 (4) (2010)
Andrew R. Mayer, Deborah L. Harrington, Julia M. Stephen, John C. Adair, Roland R. Lee
An Event-related fMRIStudy of Exogenous Facilitation and Inhibition of Return in the Auditory Modality. J. Cogn. Neurosci. 19 (3) (2007)
Cheryl J. Aine, Chad C. Woodruff, Janice E. Knoefel, John C. Adair, David Hudson, Clifford Qualls, Henry Jeremy Bockholt, Elaine Best, Sanja Kovacevic, Wayne Cobb, Denise Padilla, Blaine Hart, Julia M. Stephen
Aging: Compensation or maturation? NeuroImage 32 (4) (2006)
C. J. Aine, Julia M. Stephen, R. Christner, David Hudson, Elaine Best
Task Relevance Enhances Early Transient and Late Slow-Wave Activity of Distributed Cortical Sources. J. Comput. Neurosci. 15 (2) (2003)