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Gemeng Zhang
Gemeng Zhang
Verified email at tulane.edu
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Year
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
472018
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
452019
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
412021
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
282021
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
212020
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
172019
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
162020
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
142020
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
122011
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
102020
Semi-supervised learning through adaptive laplacian graph trimming
Z Yue, D Meng, J He, G Zhang
Image and Vision Computing 60, 38-47, 2017
102017
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
82022
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
82022
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
72022
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
32023
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
32020
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
22020
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
12020
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
12020
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
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