Julia M. Stephen
Orcid: 0000-0003-2486-747X
According to our database1,
Julia M. Stephen
authored at least 70 papers
between 2003 and 2024.
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Bibliography
2024
A Deep Dynamic Causal Learning Model to Study Changes in Dynamic Effective Connectivity During Brain Development.
IEEE Trans. Biomed. Eng., December, 2024
Learning Spatiotemporal Brain Dynamics in Adolescents via Multimodal MEG and fMRI Data Fusion Using Joint Tensor/Matrix Decomposition.
IEEE Trans. Biomed. Eng., July, 2024
Interpretable Cognitive Ability Prediction: A Comprehensive Gated Graph Transformer Framework for Analyzing Functional Brain Networks.
IEEE Trans. Medical Imaging, April, 2024
Explainable spatio-temporal graph evolution learning with applications to dynamic brain network analysis during development.
NeuroImage, 2024
A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds.
CoRR, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Explainable Multimodal Deep Dictionary Learning to Capture Developmental Differences From Three fMRI Paradigms.
IEEE Trans. Biomed. Eng., August, 2023
Latent Similarity Identifies Important Functional Connections for Phenotype Prediction.
IEEE Trans. Biomed. Eng., June, 2023
An explainable autoencoder with multi-paradigm fMRI fusion for identifying differences in dynamic functional connectivity during brain development.
Neural Networks, February, 2023
Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data.
Neuroinformatics, January, 2023
Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data.
Neuroinformatics, January, 2023
2022
Distance Correlation-Based Brain Functional Connectivity Estimation and Non-Convex Multi-Task Learning for Developmental fMRI Studies.
IEEE Trans. Biomed. Eng., 2022
Calibration and Localization of Optically Pumped Magnetometers Using Electromagnetic Coils.
Sensors, 2022
A Pilot Study Examining the Effects of Music Training on Attention in Children with Fetal Alcohol Spectrum Disorders (FASD).
Sensors, 2022
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model.
NeuroImage, 2022
Longitudinal changes in the neural oscillatory dynamics underlying abstract reasoning in children and adolescents.
NeuroImage, 2022
Individual differences in amygdala volumes predict changes in functional connectivity between subcortical and cognitive control networks throughout adolescence.
NeuroImage, 2022
Eyes-closed versus eyes-open differences in spontaneous neural dynamics during development.
NeuroImage, 2022
The development of sensorimotor cortical oscillations is mediated by pubertal testosterone.
NeuroImage, 2022
Cross-Axis projection error in optically pumped magnetometers and its implication for magnetoencephalography systems.
NeuroImage, 2022
An ICA-based framework for joint analysis of cognitive scores and MEG event-related fields.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
IEEE Trans. Medical Imaging, 2021
Multi-Paradigm fMRI Fusion via Sparse Tensor Decomposition in Brain Functional Connectivity Study.
IEEE J. Biomed. Health Informatics, 2021
Correlation Guided Graph Learning to Estimate Functional Connectivity Patterns From fMRI Data.
IEEE Trans. Biomed. Eng., 2021
Multiview Diffusion Map Improves Prediction of Fluid Intelligence With Two Paradigms of fMRI Analysis.
IEEE Trans. Biomed. Eng., 2021
The Developmental Chronnecto-Genomics (Dev-CoG) study: A multimodal study on the developing brain.
NeuroImage, 2021
Spontaneous cortical MEG activity undergoes unique age- and sex-related changes during the transition to adolescence.
NeuroImage, 2021
Stability of functional network connectivity (FNC) values across multiple spatial normalization pipelines in spatially constrained independent component analysis.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2020
IEEE Trans. Medical Imaging, 2020
Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence.
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
A Manifold Regularized Multi-Task Learning Model for IQ Prediction From Two fMRI Paradigms.
IEEE Trans. Biomed. Eng., 2020
N-BiC: A Method for Multi-Component and Symptom Biclustering of Structural MRI Data: Application to Schizophrenia.
IEEE Trans. Biomed. Eng., 2020
Development and sex modulate visuospatial oscillatory dynamics in typically-developing children and adolescents.
NeuroImage, 2020
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence.
CoRR, 2020
Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM).
CoRR, 2020
CoRR, 2020
Dynamic Resting-State Connectivity Differences in Eyes Open Versus Eyes Closed Conditions.
Brain Connect., 2020
A GICA-TVGL framework to study sex differences in resting state fMRI dynamic connectivity.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
A hypergraph learning method for brain functional connectivity network construction from fMRI data.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020
Graph Laplacian learning based Fourier Transform for brain network analysis with resting state fMRI.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020
2019
Alternating Diffusion Map Based Fusion of Multimodal Brain Connectivity Networks for IQ Prediction.
IEEE Trans. Biomed. Eng., 2019
Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso.
IEEE Trans. Biomed. Eng., 2019
NeuroImage, 2019
Brain Development Includes Linear and Multiple Nonlinear Trajectories: A Cross-Sectional Resting-State Functional Magnetic Resonance Imaging Study.
Brain Connect., 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Using Gradient as a New Metric for Dynamic Connectivity Estimation from Resting fMRI Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Fused Estimation of Sparse Connectivity Patterns From Rest fMRI - Application to Comparison of Children and Adult Brains.
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Medical Imaging, 2018
Integration of network topological features and graph Fourier transform for fMRI data analysis.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Detection of differentially developed functional connectivity patterns in adolescents based on tensor discriminative analysis.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
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., 2017
Neuroinformatics, 2017
Magnetoencephalographic and functional MRI connectomics in schizophrenia via intra- and inter-network connectivity.
NeuroImage, 2017
Replicability of time-varying connectivity patterns in large resting state fMRI samples.
NeuroImage, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Biomed. Signal Process. Control., 2016
2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
NeuroImage, 2014
Thalamus and posterior temporal lobe show greater inter-network connectivity at rest and across sensory paradigms in schizophrenia.
NeuroImage, 2014
2013
NeuroImage, 2013
2012
MEG-SIM: A Web Portal for Testing MEG Analysis Methods using Realistic Simulated and Empirical Data.
Neuroinformatics, 2012
2010
NeuroImage, 2010
2007
An Event-related fMRIStudy of Exogenous Facilitation and Inhibition of Return in the Auditory Modality.
J. Cogn. Neurosci., 2007
2006
2003
Task Relevance Enhances Early Transient and Late Slow-Wave Activity of Distributed Cortical Sources.
J. Comput. Neurosci., 2003