Jinglei Lv

Orcid: 0000-0002-4906-2646

According to our database1, Jinglei Lv authored at least 84 papers between 2010 and 2023.

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Bibliography

2023
Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching.
NeuroImage, October, 2023

Hippocampal Neuronal Integrity and Functional Connectivity Within the Default Mode Network in Mild Cognitive Impairment: A Multimodal Investigation.
Brain Connect., April, 2023

Editorial: Computational modeling methods for naturalistic neuroimaging data.
Frontiers Comput. Neurosci., February, 2023

An explainable deep learning framework for characterizing and interpreting human brain states.
Medical Image Anal., 2023

Individual Functional Network Abnormalities Mapping via Graph Representation-Based Neural Architecture Search.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022
Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks.
NeuroImage, 2022

Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models.
NeuroImage, 2022

FOD-Net: A deep learning method for fiber orientation distribution angular super resolution.
Medical Image Anal., 2022

Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs).
Medical Image Anal., 2022

2020
Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network.
IEEE Trans. Biomed. Eng., 2020

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals.
CoRR, 2020

Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition.
CoRR, 2020

Supervised Brain Network Learning Based on Deep Recurrent Neural Networks.
IEEE Access, 2020

Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix Factorization.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Neural Architecture Search for Optimization of Spatial-Temporal Brain Network Decomposition.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Spatiotemporal Attention Autoencoder (STAAE) for ADHD Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Discovering Functional Brain Networks with 3D Residual Autoencoder (ResAE).
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Novel fMRI Representation Learning Framework with GAN.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

2019
Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data.
IEEE Trans. Biomed. Eng., 2019

2018
Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex.
IEEE Trans. Biomed. Eng., 2018

Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts.
Neuroinformatics, 2018

Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs.
NeuroImage, 2018

Modeling resting state fMRI data via longitudinal supervised stochastic coordinate coding.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Exploring intrinsic networks and their interactions using group wise temporal sparse coding.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Transcriptome Architecture of Adult Mouse Brain Revealed by Sparse Coding of Genome-Wide In Situ Hybridization Images.
Neuroinformatics, 2017

Task fMRI data analysis based on supervised stochastic coordinate coding.
Medical Image Anal., 2017

N-way Decomposition: Towards Linking Concurrent EEG and fMRI Analysis During Natural Stimulus.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

A novel framework for groupwise registration of fMRI images based on common functional networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Decoding dynamic auditory attention during naturalistic experience.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

3-D functional brain network classification using Convolutional Neural Networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Inter-subject fMRI registration based on functional networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
What Makes a Good Movie Trailer?: Interpretation from Simultaneous EEG and Eyetracker Recording.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Exploring Brain Networks via Structured Sparse Representation of fMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Modeling Functional Dynamics of Cortical Gyri and Sulci.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Identifying autism biomarkers in default mode network using sparse representation of resting-state fMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Modeling functional network dynamics via multi-scale dictionary learning and network continuums.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Multple-demand system identification and characterization via sparse representations of fMRI data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Latent source mining in FMRI data via deep neural network.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Exploring auditory network composition during free listening to audio excerpts via group-wise sparse representation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

2015
Supervised Dictionary Learning for Inferring Concurrent Brain Networks.
IEEE Trans. Medical Imaging, 2015

Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function.
IEEE Trans. Biomed. Eng., 2015

Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL).
IEEE Trans. Biomed. Eng., 2015

Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams.
IEEE Trans. Auton. Ment. Dev., 2015

Sparse representation of whole-brain fMRI signals for identification of functional networks.
Medical Image Anal., 2015

HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI).
Brain Informatics, 2015

Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Characterizing and differentiating task-based and resting state FMRI signals via two-stage dictionary learning.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Signal sampling for efficient sparse representation of resting state FMRI data.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Deriving ADHD biomarkers with sparse coding based network analysis.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Group-Wise FMRI Activation Detection on DICCCOL Landmarks.
Neuroinformatics, 2014

Fusing DTI and fMRI data: A survey of methods and applications.
NeuroImage, 2014

Decoding Auditory Saliency from FMRI Brain Imaging.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Group-Wise Optimization of Common Brain Landmarks with Joint Structural and Functional Regulations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Learning fMRI-guided predictor of video shot changes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Group-wise connection activation detection based on DICCCOL.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Dynamic network partition via Bayesian connectivity bi-partition change point model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Exploring functional brain dynamics via a Bayesian connectivity change point model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Generalized fMRI activation detection via Bayesian magnitude change point model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Discovering network-level functional interactions from working memory fMRI data.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Integrating group-wise functional brain activities via point processes.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
FMRI Signal Analysis Using Empirical Mean Curve Decomposition.
IEEE Trans. Biomed. Eng., 2013

Characterization of task-free and task-performance brain states via functional connectome patterns.
Medical Image Anal., 2013

Sparse Representation of Higher-Order Functional Interaction Patterns in Task-Based FMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Modeling Cognitive Processes via Multi-stage Consistent Functional Response Detection.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Sparse Representation of Group-Wise FMRI Signals.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Anatomy-Guided Discovery of Large-Scale Consistent Connectivity-Based Cortical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Activated cliques: Network-based activation detection in task-based FMRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Visual analytics of brain networks.
NeuroImage, 2012

2011
Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Resting State fMRI-Guided Fiber Clustering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Assessing the dynamics on functional brain networks using spectral graphy theory.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Activated Fibers: Fiber-Centered Activation Detection in Task-Based FMRI.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Bridging low-level features and high-level semantics via fMRI brain imaging for video classification.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Fiber-Centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010


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