Fiber-Centered Analysis of Brain Connectivities Using DTI and Resting State FMRI Data. - Jinglei Lv; Lei Guo 002; Xintao Hu; Tuo Zhang; Kaiming Li; Degang Zhang; Jianfei Yang; Tianming Liu 001 (MICCAI (2), 2010)

Bridging low-level features and high-level semantics via fMRI brain imaging for video classification. - Xintao Hu; Fan Deng 001; Kaiming Li; Tuo Zhang; Hanbo Chen; Xi Jiang 001; Jinglei Lv; Dajiang Zhu; Carlos Faraco; Degang Zhang; Arsham Mesbah; Junwei Han 001; et al. (ACM Multimedia, 2010)

Activated Fibers: Fiber-Centered Activation Detection in Task-Based FMRI. - Jinglei Lv; Lei Guo 002; Kaiming Li; Xintao Hu; Dajiang Zhu; Junwei Han 001; Tianming Liu 001 (IPMI, 2011)

Assessing the dynamics on functional brain networks using spectral graphy theory. - Xintao Hu; Lei Guo 002; Degang Zhang; Kaiming Li; Tuo Zhang; Jinglei Lv; Junwei Han 001; Tianming Liu 001 (ISBI, 2011)

Resting State fMRI-Guided Fiber Clustering. - Bao Ge; Lei Guo 002; Jinglei Lv; Xintao Hu; Junwei Han 001; Tuo Zhang; Tianming Liu 001 (MICCAI (2), 2011)

Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures. - Degang Zhang; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Xintao Hu; Kaiming Li; Xi Jiang 001; Hanbo Chen; Jinglei Lv; Fan Deng 001; Qun Zhao (MBIA, 2011)

Visual analytics of brain networks. - Kaiming Li; Lei Guo 002; Carlos Faraco; Dajiang Zhu; Hanbo Chen; Yixuan Yuan; Jinglei Lv; Fan Deng 001; Xi Jiang 001; Tuo Zhang; Xintao Hu; Degang Zhang; et al. (NeuroImage, 2012)

Activated cliques: Network-based activation detection in task-based FMRI. - Shu Zhang 001; Jinglei Lv; Xiang Li 001; Xi Jiang 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2013)

Anatomy-Guided Discovery of Large-Scale Consistent Connectivity-Based Cortical Landmarks. - Xi Jiang 001; Tuo Zhang; Dajiang Zhu; Kaiming Li; Jinglei Lv; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2013)

Sparse Representation of Group-Wise FMRI Signals. - Jinglei Lv; Xiang Li 001; Dajiang Zhu; Xi Jiang 001; Xin Zhang 013; Xintao Hu; Tuo Zhang; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2013)

Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks. - Jinglei Lv; Dajiang Zhu; Xintao Hu; Xin Zhang 013; Tuo Zhang; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (MICCAI (2), 2013)

Modeling Cognitive Processes via Multi-stage Consistent Functional Response Detection. - Jinglei Lv; Dajiang Zhu; Xi Jiang 001; Kaiming Li; Xintao Hu; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (MBIA, 2013)

Sparse Representation of Higher-Order Functional Interaction Patterns in Task-Based FMRI Data. - Shu Zhang 001; Xiang Li 001; Jinglei Lv; Xi Jiang 001; Dajiang Zhu; Hanbo Chen; Tuo Zhang; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2013)

Characterization of task-free and task-performance brain states via functional connectome patterns. - Xin Zhang 013; Lei Guo 002; Xiang Li 001; Tuo Zhang; Dajiang Zhu; Kaiming Li; Hanbo Chen; Jinglei Lv; Changfeng Jin; Qun Zhao; Lingjiang Li; Tianming Liu 001 (Medical Image Anal., 2013)

FMRI Signal Analysis Using Empirical Mean Curve Decomposition. - Fan Deng 001; Dajiang Zhu; Jinglei Lv; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2013)

Integrating group-wise functional brain activities via point processes. - Xi Jiang 001; Jinglei Lv; Dajiang Zhu; Tuo Zhang; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Discovering network-level functional interactions from working memory fMRI data. - Xi Jiang 001; Jinglei Lv; Dajiang Zhu; Tuo Zhang; Xiang Li 001; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Generalized fMRI activation detection via Bayesian magnitude change point model. - Zhichao Lian; Jinglei Lv; Jianchuan Xing; Xiang Li 001; Xi Jiang 001; Dajiang Zhu; Jiansong Xu; Marc N. Potenza; Tianming Liu 001; Jing Zhang 010 (ISBI, 2014)

Exploring functional brain dynamics via a Bayesian connectivity change point model. - Zhichao Lian; Xiang Li 001; Jianchuan Xing; Jinglei Lv; Xi Jiang 001; Dajiang Zhu; Shu Zhang 001; Jiansong Xu; Marc N. Potenza; Tianming Liu 001; Jing Zhang 010 (ISBI, 2014)

Dynamic network partition via Bayesian connectivity bi-partition change point model. - Zhichao Lian; Xiang Li 001; Thomas Young; Yun Hao; Jianchuan Xing; Jinglei Lv; Xi Jiang 001; Dajiang Zhu; Tianming Liu 001; Jing Zhang 010 (ISBI, 2014)

Group-wise connection activation detection based on DICCCOL. - Jinglei Lv; Tuo Zhang; Xintao Hu; Dajiang Zhu; Kaiming Li; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Learning fMRI-guided predictor of video shot changes. - Shu Zhang 001; Xintao Hu; Jinglei Lv; Tuo Zhang; Xiang Li 001; Xi Jiang 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2014)

Group-Wise Optimization of Common Brain Landmarks with Joint Structural and Functional Regulations. - Dajiang Zhu; Jinglei Lv; Hanbo Chen; Tianming Liu 001 (MICCAI (2), 2014)

Decoding Auditory Saliency from FMRI Brain Imaging. - Shijie Zhao 001; Xi Jiang 001; Junwei Han 001; Xintao Hu; Dajiang Zhu; Jinglei Lv; Tuo Zhang; Lei Guo 002; Tianming Liu 001 (ACM Multimedia, 2014)

Fusing DTI and fMRI data: A survey of methods and applications. - Dajiang Zhu; Tuo Zhang; Xi Jiang 001; Xintao Hu; Hanbo Chen; Ning Yang 003; Jinglei Lv; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (NeuroImage, 2014)

Group-Wise FMRI Activation Detection on DICCCOL Landmarks. - Jinglei Lv; Lei Guo 002; Dajiang Zhu; Tuo Zhang; Xintao Hu; Junwei Han 001; Tianming Liu 001 (Neuroinformatics, 2014)

Deriving ADHD biomarkers with sparse coding based network analysis. - Fangfei Ge; Jinglei Lv; Xintao Hu; Bao Ge; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (ISBI, 2015)

Signal sampling for efficient sparse representation of resting state FMRI data. - Bao Ge; Jin Wang; Jinglei Lv; Shu Zhang 001; Shijie Zhao 001; Wei Zhang 090; Qinghua Zhao; Xiang Li 001; Xi Jiang 001; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (ISBI, 2015)

Multiscale and multimodal fusion of tract-tracing and DTI-derived fibers in macaque brains. - Ke Jing; Tuo Zhang; Jianfeng Lu 003; Hanbo Chen; Xi Jiang 001; Lei Guo 002; Longchuan Li; Xiaoping Hu 001; Jinglei Lv; Bao Ge; Tianming Liu 001 (ISBI, 2015)

Characterizing and differentiating task-based and resting state FMRI signals via two-stage dictionary learning. - Shu Zhang 001; Xiang Li 001; Jinglei Lv; Xi Jiang 001; Bao Ge; Lei Guo 002; Tianming Liu 001 (ISBI, 2015)

Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters. - Hanbo Chen; Armin Iraji; Xi Jiang 001; Jinglei Lv; Zhifeng Kou; Tianming Liu 001 (MICCAI (2), 2015)

Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding. - Jinglei Lv; Binbin Lin; Wei Zhang 090; Xi Jiang 001; Xintao Hu; Junwei Han 001; Lei Guo 002; Jieping Ye; Tianming Liu 001 (MICCAI (1), 2015)

HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI). - Milad Makkie; Shijie Zhao 001; Xi Jiang 001; Jinglei Lv; Yu Zhao 007; Bao Ge; Xiang Li 001; Junwei Han 001; Tianming Liu 001 (Brain Informatics, 2015)

Sparse representation of whole-brain fMRI signals for identification of functional networks. - Jinglei Lv; Xi Jiang 001; Xiang Li 001; Dajiang Zhu; Hanbo Chen; Tuo Zhang; Shu Zhang 001; Xintao Hu; Junwei Han 001; Heng Huang; Jing Zhang 010; Lei Guo 002; et al. (Medical Image Anal., 2015)

Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams. - Xintao Hu; Cheng Lv; Gong Cheng 003; Jinglei Lv; Lei Guo 002; Junwei Han 001; Tianming Liu 001 (IEEE Trans. Auton. Ment. Dev., 2015)

Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL). - Xi Jiang 001; Tuo Zhang; Dajiang Zhu; Kaiming Li; Hanbo Chen; Jinglei Lv; Xintao Hu; Junwei Han 001; Dinggang Shen; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2015)

Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function. - Jinglei Lv; Xi Jiang 001; Xiang Li 001; Dajiang Zhu; Shu Zhang 001; Shijie Zhao 001; Hanbo Chen; Tuo Zhang; Xintao Hu; Junwei Han 001; Jieping Ye; Lei Guo 002; et al. (IEEE Trans. Biomed. Eng., 2015)

Supervised Dictionary Learning for Inferring Concurrent Brain Networks. - Shijie Zhao 001; Junwei Han 001; Jinglei Lv; Xi Jiang 001; Xintao Hu; Yu Zhao 007; Bao Ge; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Medical Imaging, 2015)

Exploring auditory network composition during free listening to audio excerpts via group-wise sparse representation. - Shijie Zhao 001; Junwei Han 001; Xi Jiang 001; Xintao Hu; Jinglei Lv; Shu Zhang 001; Bao Ge; Lei Guo 002; Tianming Liu 001 (ICME, 2016)

Latent source mining in FMRI data via deep neural network. - Heng Huang; Xintao Hu; Junwei Han 001; Jinglei Lv; Nian Liu; Lei Guo 002; Tianming Liu 001 (ISBI, 2016)

Multple-demand system identification and characterization via sparse representations of fMRI data. - Xiang Li 001; Qinglin Dong; Xi Jiang 001; Jinglei Lv; Tianming Liu 001 (ISBI, 2016)

Modeling functional network dynamics via multi-scale dictionary learning and network continuums. - Xiang Li 001; Binbin Lin; Jinglei Lv; Jieping Ye; Tianming Liu 001 (ISBI, 2016)

A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data. - Xiao Li 024; Tuo Zhang; Tao Liu 044; Jinglei Lv; Xintao Hu; Lei Guo 002; Tianming Liu 001 (ISBI, 2016)

Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury. - Jinglei Lv; Armin Iraji; Hanbo Chen; Fangfei Ge; Lei Guo 002; Xin Zhang 013; Zhifeng Kou; Tianming Liu 001 (ISBI, 2016)

Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data. - Cheng Lyu; Xiang Li 001; Jinglei Lv; Xintao Hu; Junwei Han 001; Lei Quo; Tianming Liu 001 (ISBI, 2016)

Identifying autism biomarkers in default mode network using sparse representation of resting-state fMRI data. - Yudan Ren; Xintao Hu; Jinglei Lv; Lei Quo; Junwei Han 001; Tianming Liu 001 (ISBI, 2016)

Modeling Functional Dynamics of Cortical Gyri and Sulci. - Xi Jiang 001; Xiang Li 001; Jinglei Lv; Shijie Zhao 001; Shu Zhang 001; Wei Zhang 090; Tuo Zhang; Tianming Liu 001 (MICCAI (1), 2016)

Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding. - Yujie Li 004; Hanbo Chen; Xi Jiang 001; Xiang Li 001; Jinglei Lv; Hanchuan Peng; Joe Z. Tsien; Tianming Liu 001 (MICCAI (1), 2016)

Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI. - Jinglei Lv; Armin Iraji; Fangfei Ge; Shijie Zhao 001; Xintao Hu; Tuo Zhang; Junwei Han 001; Lei Guo 002; Zhifeng Kou; Tianming Liu 001 (MICCAI (1), 2016)

A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure. - Shijie Zhao 001; Junwei Han 001; Jinglei Lv; Xi Jiang 001; Xintao Hu; Shu Zhang 001; Mary Ellen Lynch; Claire Coles; Lei Guo 002; Xiaoping Hu 001; Tianming Liu 001 (MICCAI (1), 2016)

Exploring Brain Networks via Structured Sparse Representation of fMRI Data. - Qinghua Zhao; Jianfeng Lu 003; Jinglei Lv; Xi Jiang 001; Shijie Zhao 001; Tianming Liu 001 (MICCAI (1), 2016)

What Makes a Good Movie Trailer?: Interpretation from Simultaneous EEG and Eyetracker Recording. - Sidi Liu; Jinglei Lv; Yimin Hou; Ting Shoemaker; Qinglin Dong; Kaiming Li; Tianming Liu 001 (ACM Multimedia, 2016)

Inter-subject fMRI registration based on functional networks. - Hanbo Chen; Yu Zhao 007; Yujie Li 004; Jinglei Lv; Tianming Liu 001 (ISBI, 2017)

3-D functional brain network classification using Convolutional Neural Networks. - Dehua Ren; Yu Zhao 007; Hanbo Chen; Qinglin Dong; Jinglei Lv; Tianming Liu 001 (ISBI, 2017)

Decoding dynamic auditory attention during naturalistic experience. - Liting Wang; Xintao Hu; Meng Wang 001; Jinglei Lv; Junwei Han 001; Shijie Zhao 001; Qinglin Dong; Lei Guo 002; Tianming Liu 001 (ISBI, 2017)

A novel framework for groupwise registration of fMRI images based on common functional networks. - Yu Zhao 007; Shu Zhang 001; Hanbo Chen; Wei Zhang 090; Jinglei Lv; Xi Jiang 001; Dinggang Shen; Tianming Liu 001 (ISBI, 2017)

N-way Decomposition: Towards Linking Concurrent EEG and fMRI Analysis During Natural Stimulus. - Jinglei Lv; Vinh Thai Nguyen 001; Johan N. van der Meer; Michael Breakspear; Christine Cong Guo (MICCAI (1), 2017)

Task fMRI data analysis based on supervised stochastic coordinate coding. - Jinglei Lv; Binbin Lin; Qingyang Li 001; Wei Zhang 090; Yu Zhao 007; Xi Jiang 001; Lei Guo 002; Junwei Han 001; Xintao Hu; Christine Cong Guo; Jieping Ye; Tianming Liu 001 (Medical Image Anal., 2017)

Transcriptome Architecture of Adult Mouse Brain Revealed by Sparse Coding of Genome-Wide In Situ Hybridization Images. - Yujie Li 004; Hanbo Chen; Xi Jiang 001; Xiang Li 001; Jinglei Lv; Meng Li; Hanchuan Peng; Joe Z. Tsien; Tianming Liu 001 (Neuroinformatics, 2017)

Exploring intrinsic networks and their interactions using group wise temporal sparse coding. - Fangfei Ge; Jinglei Lv; Xintao Hu; Lei Guo 002; Junwei Han 001; Shijie Zhao 001; Tianming Liu 001 (ISBI, 2018)

Modeling resting state fMRI data via longitudinal supervised stochastic coordinate coding. - Wei Zhang 090; Jinglei Lv; Shu Zhang 001; Yu Zhao 007; Tianming Liu 001 (ISBI, 2018)

Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs. - Jing Yuan 004; Xiang Li 001; Jinhe Zhang; Liao Luo; Qinglin Dong; Jinglei Lv; Yu Zhao 007; Xi Jiang 001; Shu Zhang 001; Wei Zhang 090; Tianming Liu 001 (NeuroImage, 2018)

Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts. - Shijie Zhao 001; Junwei Han 001; Xi Jiang 001; Heng Huang; Huan Liu 006; Jinglei Lv; Lei Guo 002; Tianming Liu 001 (Neuroinformatics, 2018)

Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex. - Xi Jiang 001; Xiang Li 001; Jinglei Lv; Shijie Zhao 001; Shu Zhang 001; Wei Zhang 090; Tuo Zhang; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2018)

Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data. - Wei Zhang 090; Jinglei Lv; Xiang Li 001; Dajiang Zhu; Xi Jiang 001; Shu Zhang 001; Yu Zhao 007; Lei Guo 002; Jieping Ye; Dewen Hu; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2019)

A Novel fMRI Representation Learning Framework with GAN. - Qinglin Dong; Ning Qiang; Jinglei Lv; Xiang Li 001; Liang Dong; Tianming Liu 001; Quanzheng Li (MLMI@MICCAI, 2020)

Discovering Functional Brain Networks with 3D Residual Autoencoder (ResAE). - Qinglin Dong; Ning Qiang; Jinglei Lv; Xiang Li 001; Tianming Liu 001; Quanzheng Li (MICCAI (7), 2020)

Spatiotemporal Attention Autoencoder (STAAE) for ADHD Classification. - Qinglin Dong; Ning Qiang; Jinglei Lv; Xiang Li 001; Tianming Liu 001; Quanzheng Li (MICCAI (7), 2020)

Exploring Functional Difference Between Gyri and Sulci via Region-Specific 1D Convolutional Neural Networks. - Mingxin Jiang; Shimin Yang; Jiadong Yan; Shu Zhang 001; Huan Liu 006; Lin Zhao 004; Haixing Dai; Jinglei Lv; Tuo Zhang; Tianming Liu 001; Keith M. Kendrick; Xi Jiang 001 (MLMI@MICCAI, 2020)

Neural Architecture Search for Optimization of Spatial-Temporal Brain Network Decomposition. - Qing Li 027; Wei Zhang 090; Jinglei Lv; Xia Wu 001; Tianming Liu 001 (MICCAI (7), 2020)

Gyral Growth Patterns of Macaque Brains Revealed by Scattered Orthogonal Nonnegative Matrix Factorization. - Songyao Zhang; Lei Du 001; Jinglei Lv; Zhibin He; Xi Jiang 001; Lei Guo 002; Li Wang 026; Tianming Liu 001; Dinggang Shen; Gang Li 001; Tuo Zhang (MLMI@MICCAI, 2020)

Supervised Brain Network Learning Based on Deep Recurrent Neural Networks. - Shijie Zhao 001; Yan Cui 005; Linwei Huang; Li Xie; Yaowu Chen; Junwei Han 001; Lei Guo 002; Shu Zhang 001; Tianming Liu 001; Jinglei Lv (IEEE Access, 2020)

Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition. - Yimin Hou; Shuyue Jia; Shu Zhang 001; Xiangmin Lun; Yan Shi 010; Yang Li 011; Hanrui Yang; Rui Zeng; Jinglei Lv (CoRR, 2020)

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals. - Xiangmin Lun; Shuyue Jia; Yimin Hou; Yan Shi 010; Yang Li 011; Hanrui Yang; Shu Zhang 001; Jinglei Lv (CoRR, 2020)

Modeling Hierarchical Brain Networks via Volumetric Sparse Deep Belief Network. - Qinglin Dong; Fangfei Ge; Ning Qiang; Yu Zhao 007; Jinglei Lv; Heng Huang; Jing Yuan 004; Xi Jiang 001; Dinggang Shen; Tianming Liu 001 (IEEE Trans. Biomed. Eng., 2020)

Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs). - Jiadong Yan; Yuzhong Chen; Zhenxiang Xiao; Shu Zhang 001; Mingxin Jiang; Tianqi Wang; Tuo Zhang; Jinglei Lv; Benjamin Becker; Rong Zhang; Dajiang Zhu; Junwei Han 001; et al. (Medical Image Anal., 2022)

FOD-Net: A deep learning method for fiber orientation distribution angular super resolution. - Rui Zeng; Jinglei Lv; He Wang 016; Luping Zhou; Michael Barnett 006; Fernando Calamante; Chenyu Wang 001 (Medical Image Anal., 2022)

Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models. - Johanna M. M. Bayer; Richard Dinga; Seyed Mostafa Kia; Akhil R. Kottaram; Thomas Wolfers; Jinglei Lv; Andrew Zalesky; Lianne Schmaal; Andre F. Marquand (NeuroImage, 2022)

Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks. - Natasha L. Taylor; Adora M. DSouza; Brandon R. Munn; Jinglei Lv; Laszlo Zaborszky; Eli J. Müller; G. Wainstein; Fernando Calamante; James M. Shine (NeuroImage, 2022)

Individual Functional Network Abnormalities Mapping via Graph Representation-Based Neural Architecture Search. - Qing Li 027; Haixing Dai; Jinglei Lv; Lin Zhao 004; Zhengliang Liu; Zihao Wu 001; Xia Wu 001; Claire Coles; Xiaoping Hu 001; Tianming Liu 001; Dajiang Zhu (ADMA (3), 2023)

An explainable deep learning framework for characterizing and interpreting human brain states. - Shu Zhang 006; Junxin Wang; Sigang Yu; Ruoyang Wang; Junwei Han 001; Shijie Zhao 001; Tianming Liu 001; Jinglei Lv (Medical Image Anal., 2023)

Editorial: Computational modeling methods for naturalistic neuroimaging data. - Yudan Ren; Huan Liu 006; Shu Zhang 001; Jinglei Lv (Frontiers Comput. Neurosci., 2023)

Hippocampal Neuronal Integrity and Functional Connectivity Within the Default Mode Network in Mild Cognitive Impairment: A Multimodal Investigation. - Marilena M. Demayo; Jinglei Lv; Shantel L. Duffy; Arkiev D'Souza; Loren Mowszowski; Sharon L. Naismith; Fernando Calamante (Brain Connect., 2023)

Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching. - Liting Wang; Xintao Hu; Yudan Ren; Jinglei Lv; Shijie Zhao 001; Lei Guo 002; Tianming Liu 001; Junwei Han 001 (NeuroImage, 2023)

MCHM '24: The 1st International Workshop on Multimedia Computing for Health and Medicine. - Xuequan Lu; Wenxi Yue; Imran Razzak; Kun Hu; Jinglei Lv; Sen Zhang 006; Junhui Hou; Zhiyong Wang 001; Jiebo Luo 001; Wei Xiang 001 (MCHM@MM, 2024)

Deep Linear Matrix Approximate Reconstruction Reveals Reproducible Large-Scale Functional Connectivity Networks in the Human Brain. - Wei Zhang 090; Xi Jiang 001; Shijie Zhao 001; Ning Qiang; Yu Bao; Jinglei Lv (MCHM@MM, 2024)

Predicting Human Brain States with Transformer. - Yifei Sun; Mariano Cabezas; Jiah Lee; Chenyu Wang 001; Wei Zhang 090; Fernando Calamante; Jinglei Lv (LDTM/MMMI/ML4MHD/ML-CDS@MICCAI, 2024)

MEET: A Multi-Band EEG Transformer for Brain States Decoding. - Enze Shi; Sigang Yu; Yanqing Kang; Jinru Wu; Lin Zhao 004; Dajiang Zhu; Jinglei Lv; Tianming Liu 001; Xintao Hu; Shu Zhang 006 (IEEE Trans. Biomed. Eng., 2024)

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals. - Yimin Hou; Shuyue Jia; Xiangmin Lun; Ziqian Hao; Yan Shi 010; Yang Li 011; Rui Zeng; Jinglei Lv (IEEE Trans. Neural Networks Learn. Syst., 2024)

Unveiling complex brain dynamics during movie viewing via deep recurrent autoencoder model. - Kexin Wang; Limei Song; Zhaowei Li; Liting Wang; Xiaowei He; Yudan Ren; Jinglei Lv (NeuroImage, 2025)

Towards a general-purpose foundation model for fMRI analysis. - Cheng Wang; Yu Jiang; Zhihao Peng 002; Chenxin Li; Changbae Bang; Lin Zhao 004; Jinglei Lv; Jorge Sepulcre; Carl Yang 001; Lifang He 001; Tianming Liu 001; Daniel Barron; et al. (CoRR, 2025)

Voxel-Level Brain States Prediction Using Swin Transformer. - Yifei Sun; Daniel Chahine; Qinghao Wen; Tianming Liu 001; Xiang Li 001; Yixuan Yuan; Fernando Calamante; Jinglei Lv (CoRR, 2025)

Age Sensitive Hippocampal Functional Connectivity: New Insights from 3D CNNs and Saliency Mapping. - Yifei Sun; Marshall A. Dalton; Robert D. Sanders; Yixuan Yuan; Xiang Li 001; Sharon L. Naismith; Fernando Calamante; Jinglei Lv (CoRR, 2025)