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
58 2021 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
58 2019 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
54 2018 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
42 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
26 2020 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
20 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
20 2019 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
16 2020 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
15 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 70 (6), 1979-1989, 2022
14 2022 Cyclicity of several quadratic reversible systems with center of genus one L Chen, X Ma, G Zhang, C Li
J. Appl. Anal. Comput 1 (4), 439-447, 2011
13 2011 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 43 (4), 1568-1578, 2023
11 2023 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
11 2022 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
11 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
11 2017 Functional connectome fingerprinting: Identifying individuals and predicting cognitive function via deep learning (arXiv: 2006.09928). arXiv B Cai, G Zhang, A Zhang, L Xiao, W Hu, JM Stephen, TW Wilson, ...
arXiv preprint arXiv:2006.09928, 2006
5 2006 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 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
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
Network Neuroscience 8 (3), 791-807, 2024
1 2024 Causal inference of brain connectivity from fMRI with A Zhang, G Zhang, B Cai, W Hu, L Xiao, TW Wilson, JM Stephen, ...
arXiv preprint arXiv:2006.09536, 2020
1 2020 
Vince D. CalhounDirector-Translational Research in Neuroimaging and Data Science (TReNDS;GSU/GAtech/Emory)Verifisert e-postadresse på gsu.edu