Capturing dynamic connectivity from resting state fMRI using time-varying graphical lasso B Cai, G Zhang, A Zhang, JM Stephen, TW Wilson, VD Calhoun, YP Wang IEEE Transactions on Biomedical Engineering 66 (7), 1852-1862, 2018 | 47 | 2018 |
Estimating dynamic functional brain connectivity with a sparse hidden Markov model G Zhang, B Cai, A Zhang, JM Stephen, TW Wilson, VD Calhoun, YP Wang IEEE transactions on medical imaging 39 (2), 488-498, 2019 | 45 | 2019 |
Interpretable multimodal fusion networks reveal mechanisms of brain cognition W Hu, X Meng, Y Bai, A Zhang, G Qu, B Cai, G Zhang, TW Wilson, ... IEEE transactions on medical imaging 40 (5), 1474-1483, 2021 | 43 | 2021 |
Functional connectome fingerprinting: identifying individuals and predicting cognitive functions via autoencoder B Cai, G Zhang, A Zhang, L Xiao, W Hu, JM Stephen, TW Wilson, ... Human Brain Mapping 42 (9), 2691-2705, 2021 | 32 | 2021 |
Prediction and classification of sleep quality based on phase synchronization related whole-brain dynamic connectivity using resting state fMRI Z Zhou, B Cai, G Zhang, A Zhang, VD Calhoun, YP Wang NeuroImage 221, 117190, 2020 | 21 | 2020 |
Refined measure of functional connectomes for improved identifiability and prediction B Cai, G Zhang, W Hu, A Zhang, P Zille, Y Zhang, JM Stephen, TW Wilson, ... Human brain mapping 40 (16), 4843-4858, 2019 | 17 | 2019 |
Multi-paradigm fMRI fusion via sparse tensor decomposition in brain functional connectivity study Y Zhang, L Xiao, G Zhang, B Cai, JM Stephen, TW Wilson, VD Calhoun, ... IEEE journal of biomedical and health informatics 25 (5), 1712-1723, 2020 | 16 | 2020 |
A GICA-TVGL framework to study sex differences in resting state fMRI dynamic connectivity B Cai, G Zhang, A Zhang, W Hu, JM Stephen, TW Wilson, VD Calhoun, ... Journal of neuroscience methods 332, 108531, 2020 | 14 | 2020 |
Cyclicity of several quadratic reversible systems with center of genus one L Chen, X Ma, G Zhang, C Li J. Appl. Anal. Comput 1, 439-447, 2011 | 12 | 2011 |
Causality-based feature fusion for brain neuro-developmental analysis PH Kassani, L Xiao, G Zhang, JM Stephen, TW Wilson, VD Calhoun, ... IEEE transactions on medical imaging 39 (11), 3290-3299, 2020 | 10 | 2020 |
Semi-supervised learning through adaptive laplacian graph trimming Z Yue, D Meng, J He, G Zhang Image and Vision Computing 60, 38-47, 2017 | 10 | 2017 |
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model G Zhang, B Cai, A Zhang, Z Tu, L Xiao, JM Stephen, TW Wilson, ... Neuroimage 260, 119451, 2022 | 8 | 2022 |
Distance correlation-based brain functional connectivity estimation and non-convex multi-task learning for developmental fMRI studies L Xiao, B Cai, G Qu, G Zhang, JM Stephen, TW Wilson, VD Calhoun, ... IEEE Transactions on Biomedical Engineering 69 (10), 3039-3050, 2022 | 8 | 2022 |
Latent similarity identifies important functional connections for phenotype prediction A Orlichenko, G Qu, G Zhang, B Patel, TW Wilson, JM Stephen, ... IEEE Transactions on Biomedical Engineering, 2022 | 7 | 2022 |
Interpretable cognitive ability prediction: A comprehensive gated graph transformer framework for analyzing functional brain networks G Qu, A Orlichenko, J Wang, G Zhang, L Xiao, K Zhang, TW Wilson, ... IEEE Transactions on Medical Imaging, 2023 | 3 | 2023 |
Functional connectome fingerprinting: Identifying individuals and predicting cognitive function via deep learning B Cai, G Zhang, A Zhang, L Xiao, W Hu, JM Stephen, TW Wilson, ... arXiv preprint arXiv:2006.09928, 2020 | 3 | 2020 |
Causal brain network in schizophrenia by a two-step Bayesian network analysis A Zhang, G Zhang, VD Calhoun, YP Wang Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and …, 2020 | 2 | 2020 |
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence A Zhang, G Zhang, B Cai, TW Wilson, JM Stephen, VD Calhoun, YP Wang arXiv preprint arXiv:2006.12618, 2020 | 1 | 2020 |
A causal brain network estimation method leveraging Bayesian analysis and the PC algorithm G Zhang, A Zhang, VD Calhoun, YP Wang Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and …, 2020 | 1 | 2020 |
Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies G Qu, A Orlichenko, J Wang, G Zhang, L Xiao, A Zhang, Z Ding, YP Wang arXiv preprint arXiv:2401.10348, 2024 | | 2024 |