Gemeng Zhang

17 papers Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies.
CoRR
Gang Qu, Anton Orlichenko, Junqi Wang, Gemeng Zhang, Li Xiao, Aiying Zhang, Zhengming Ding, Yu-Ping Wang
2024 J jnl
Interpretable Cognitive Ability Prediction: A Comprehensive Gated Graph Transformer Framework for Analyzing Functional Brain Networks.
IEEE Trans. Medical Imaging
Gang Qu, Anton Orlichenko, Junqi Wang, Gemeng Zhang, Li Xiao, Kun Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2023 J jnl
Latent Similarity Identifies Important Functional Connections for Phenotype Prediction.
IEEE Trans. Biomed. Eng.
Anton Orlichenko, Gang Qu, Gemeng Zhang, Binish Patel, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2022 J jnl
Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model.
NeuroImage
Gemeng Zhang, Biao Cai, Aiying Zhang, Zhuozhuo Tu, Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2022 J jnl
Distance Correlation-Based Brain Functional Connectivity Estimation and Non-Convex Multi-Task Learning for Developmental fMRI Studies.
IEEE Trans. Biomed. Eng.
Li Xiao, Biao Cai, Gang Qu, Gemeng Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2021 J jnl
Interpretable Multimodal Fusion Networks Reveal Mechanisms of Brain Cognition.
IEEE Trans. Medical Imaging
Wenxing Hu, Xianghe Meng, Yuntong Bai, Aiying Zhang, Gang Qu, Biao Cai, Gemeng Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2021 J jnl
Multi-Paradigm fMRI Fusion via Sparse Tensor Decomposition in Brain Functional Connectivity Study.
IEEE J. Biomed. Health Informatics
Yipu Zhang, Li Xiao, Gemeng Zhang, Biao Cai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2020 J jnl
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescence.
CoRR
Aiying Zhang, Gemeng Zhang, Biao Cai, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2020 — conf
A causal brain network estimation method leveraging Bayesian analysis and the PC algorithm.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Gemeng Zhang, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
2020 J jnl
Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM).
CoRR
Aiying Zhang, Gemeng Zhang, Biao Cai, Wenxing Hu, Li Xiao, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2020 J jnl
Causality based Feature Fusion for Brain Neuro-Developmental Analysis.
CoRR
Peyman Hosseinzadeh Kassani, Li Xiao, Gemeng Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2020 J jnl
Causality-Based Feature Fusion for Brain Neuro-Developmental Analysis.
IEEE Trans. Medical Imaging
Peyman Hosseinzadeh Kassani, Li Xiao, Gemeng Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2020 J jnl
Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model.
IEEE Trans. Medical Imaging
Gemeng Zhang, Biao Cai, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2020 J jnl
Interpretable multimodal fusion networks reveal mechanisms of brain cognition.
CoRR
Wenxing Hu, Xianghe Meng, Yuntong Bai, Aiying Zhang, Biao Cai, Gemeng Zhang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
2020 J jnl
Prediction and classification of sleep quality based on phase synchronization related whole-brain dynamic connectivity using resting state fMRI.
NeuroImage
Zhongxing Zhou, Biao Cai, Gemeng Zhang, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang
2019 J jnl
Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso.
IEEE Trans. Biomed. Eng.
Biao Cai, Gemeng Zhang, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang
2017 J jnl
Semi-supervised learning through adaptive Laplacian graph trimming.
Image Vis. Comput.
Zongsheng Yue, Deyu Meng, Juan He, Gemeng Zhang