Huafu Chen

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 34

Top Topics

Corpus Callosum

Functional Connectivity

Functional Magnetic Resonance Imaging

Diffusion Tensor Imaging

Top Venues

Publications

Rong Li, Jiyi Li, Chong Wang, Haoxiang Liu, Tao Liu, Xuyang Wang, Ting Zou, Wei Huang, Hongmei Yan, Huafu Chen
Multi-Semantic Decoding of Visual Perception with Graph Neural Networks. Int. J. Neural Syst. 34 (4) (2024)
Cunbo Li, Peiyang Li, Yangsong Zhang, Ning Li, Yajing Si, Fali Li, Zehong Cao, Huafu Chen, Badong Chen, Dezhong Yao, Peng Xu
Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Wei Huang, Pengfei Yang, Ying Tang, Fan Qin, Hengjiang Li, Diwei Wu, Wei Ren, Sizhuo Wang, Jingpeng Li, Yucheng Zhu, Bo Zhou, Jingyuan Sun, Qiang Li, Kaiwen Cheng, Hongmei Yan, Huafu Chen
From sight to insight: A multi-task approach with the visual language decoding model. Inf. Fusion 112 (2024)
Qing Gao, Ning Luo, Minfeng Liang, Weiqi Zhou, Yan Li, Rong Li, Xiaofei Hu, Ting Zou, Xuyang Wang, Jiali Yu, Jinsong Leng, Huafu Chen
A Stepwise Multivariate Granger Causality Method for Constructing Hierarchical Directed Brain Functional Network. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Weiqi Zhou, Jueyan Wu, Yan Li, Jie Li, Mengli Sun, Rong Li, Chengbo Yang, Mu Zhang, Lisha Gong, Jiali Yu, Jinsong Leng, Qin Chen, Fengmei Lu, Huafu Chen, Qing Gao
The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination. Cogn. Comput. 15 (6) (2023)
Yun-Shuang Fan, Haoru Li, Jing Guo, Yajing Pang, Liang Li, Maolin Hu, Meiling Li, Chong Wang, Wei Sheng, Hesheng Liu, Qing Gao, Xiaogang Chen, Xiaofen Zong, Huafu Chen
Tracking Positive and Negative Symptom Improvement in First-Episode Schizophrenia Treated with Risperidone Using Individual-Level Functional Connectivity. Brain Connect. 12 (5) (2022)
Jiang Zhang, Chen Li, Ganwanming Liu, Min Min, Chong Wang, Jiyi Li, Yuting Wang, Hongmei Yan, Zhentao Zuo, Wei Huang, Huafu Chen
A CNN-transformer hybrid approach for decoding visual neural activity into text. Comput. Methods Programs Biomed. 214 (2022)
Jinming Xiao, Lucina Q. Uddin, Yao Meng, Lei Li, Leying Gao, Xiaolong Shan, Xinyue Huang, Wei Liao, Huafu Chen, Xujun Duan
A spatio-temporal decomposition framework for dynamic functional connectivity in the human brain. NeuroImage 263 (2022)
Rong Li, Jun Hwan Ryu, Peter Vincent, Max Springer, Dan Kluger, Erik A. Levinsohn, Yu Chen, Huafu Chen, Hal Blumenfeld
The pulse: transient fMRI signal increases in subcortical arousal systems during transitions in attention. NeuroImage 232 (2021)
Ahmed Ameen Fateh, Qian Cui, Abla Smahi, Yang Yang, Ahmed Aburas, Huafu Chen
Aberrant Thalamic Functional Connectivity for the Differential diagnosis of Bipolar Disorder and Major Depressive Disorder. ICBET (2021)
Yao Meng, Siqi Yang, Huafu Chen, Jiao Li, Qiang Xu, Qirui Zhang, Guangming Lu, Zhiqiang Zhang, Wei Liao
Systematically disrupted functional gradient of the cortical connectome in generalized epilepsy: Initial discovery and independent sample replication. NeuroImage 230 (2021)
Wei Sheng, Liang Li, Shaoqiang Han, Yun-Shuang Fan, Chong Wang, Qin Tang, Yuyan Chen, Qian Cui, Huafu Chen
Brain Connectivity: Exploring from a High-Level Topological Perspective. ICIG (2) (2021)
Wei Huang, Hongmei Yan, Kaiwen Cheng, Chong Wang, Jiyi Li, Yuting Wang, Chen Li, Chaorong Li, Yunhan Li, Zhentao Zuo, Huafu Chen
A neural decoding algorithm that generates language from visual activity evoked by natural images. Neural Networks 144 (2021)
Rong Li, Leiyao Zhang, Danni Guo, Ting Zou, Xuyang Wang, Hongyu Wang, Jiyi Li, Chong Wang, Dingyang Liu, Zhiquan Yang, Bo Xiao, Huafu Chen, Li Feng
Temporal Lobe Epilepsy Shows Distinct Functional Connectivity Patterns in Different Thalamic Nuclei. Brain Connect. 11 (2) (2021)
Qing Gao, Yu Xiang, Jiabao Zhang, Ning Luo, Minfeng Liang, Lisha Gong, Jiali Yu, Qian Cui, Jorge Sepulcre, Huafu Chen
A reachable probability approach for the analysis of spatio-temporal dynamics in the human functional network. NeuroImage 243 (2021)
Pan Wang, Jianlin Wang, Qin Tang, Tara L. Alvarez, Zedong Wang, Yi-Chia Kung, Ching-Po Lin, Huafu Chen, Chun Meng, Bharat B. Biswal
Structural and functional connectivity mapping of the human corpus callosum organization with white-matter functional networks. NeuroImage 227 (2021)
Siqi Yang, Yao Meng, Jiao Li, Bing Li, Yun-Shuang Fan, Huafu Chen, Wei Liao
The thalamic functional gradient and its relationship to structural basis and cognitive relevance. NeuroImage 218 (2020)
Changchun He, Xujun Duan, Xinyue Huang, Jinming Xiao, Xiaolong Shan, Huafu Chen
Dynamic alterations of amplitude of low-frequency fluctuations in adolescents with autism spectrum disorder. ISICDM (2020)
Yuyan Chen, Qian Cui, Qin Tang, Wei Sheng, Yang Yang, Huafu Chen
Amygdala-Based Structural Covariance and Functional Connectivity Alterations in Patients with Generalized Anxiety Disorder. ISICDM (2020)
Jiao Li, Bing Li, Yao Meng, Siqi Yang, Huafu Chen, Wei Liao
Differences of aberrant dynamic functional connectivity between depressed patients with and without suicidal ideation. ISICDM (2020)
Wei Liao, Huafu Chen, Jiao Li, Gong-Jun Ji, Guo-Rong Wu, Zhiliang Long, Qiang Xu, Xujun Duan, Qian Cui, Bharat B. Biswal
Endless Fluctuations: Temporal Dynamics of the Amplitude of Low Frequency Fluctuations. IEEE Trans. Medical Imaging 38 (11) (2019)
Chaorong Li, Xiaoyun Guan, Peihui Yang, Yuanyuan Huang, Wei Huang, Huafu Chen
CDF Space Covariance Matrix of Gabor Wavelet With Convolutional Neural Network for Texture Recognition. IEEE Access 7 (2019)
Chaorong Li, Yuanyuan Huang, Xingchun Yang, Huafu Chen
Marginal distribution covariance model in the multiple wavelet domain for texture representation. Pattern Recognit. 92 (2019)
Shaoqiang Han, Yifeng Wang, Wei Liao, Xujun Duan, Jing Guo, Yangyang Yu, Liangkai Ye, Jiao Li, Xiaogang Chen, Huafu Chen
The distinguishing intrinsic brain circuitry in treatment-naïve first-episode schizophrenia: Ensemble learning classification. Neurocomputing 365 (2019)
Xiaonan Guo, Changchun He, Xujun Duan, Shaoqiang Han, Jinming Xiao, Huafu Chen
Aberrant Functional Connectivity Dynamics of Superior Temporal Sulcus and Its Associations with GABA Genes Expression in Autism. ICMHI (2019)
Yajing Pang, Qian Cui, Yifeng Wang, Yuyan Chen, Qi Yang, Huafu Chen
Major Depressive Disorder Shows Frequency-specific Abnormal Functional Connectivity Patterns Associated with Anhedonia. ICMHI (2019)
Wei Huang, Hongmei Yan, Ran Liu, Lixia Zhu, Huangbin Zhang, Huafu Chen
F-score feature selection based Bayesian reconstruction of visual image from human brain activity. Neurocomputing 316 (2018)
Chaorong Li, Wei Huang, Huafu Chen
LGLG-WPCA: An Effective Texture-based Method for Face Recognition. CoRR (2018)
Yifeng Wang, Lixia Zhu, Qijun Zou, Qian Cui, Wei Liao, Xujun Duan, Bharat B. Biswal, Huafu Chen
Frequency dependent hub role of the dorsal and ventral right anterior insula. NeuroImage 165 (2018)
Mi Yang, Jiao Li, Zhiqiang Li, Dezhong Yao, Wei Liao, Huafu Chen
Whole-brain functional connectome-based multivariate classification of post-stroke aphasia. Neurocomputing 269 (2017)
Meiling Li, Qijun Zou, Jiao Li, Wei Liao, Huafu Chen
Altered Functional Specialization in Temporal Lobe Epilepsy. IScIDE (2017)
Xiao Wang, Yan Zhang, Shaoqiang Han, Jingping Zhao, Huafu Chen
Resting-State Brain Activity Complexity in Early-Onset Schizophrenia Characterized by a Multi-scale Entropy Method. IScIDE (2017)
Rong Li, Gong-Jun Ji, Yangyang Yu, Yang Yu, Mei-Ping Ding, Ye-Lei Tang, Huafu Chen, Wei Liao
Epileptic Discharge Related Functional Connectivity Within and Between Networks in Benign Epilepsy with Centrotemporal Spikes. Int. J. Neural Syst. 27 (7) (2017)
Heng Chen, Junjie Zheng, Zhiliang Long, Youxue Zhang, Xiaonan Guo, Huafu Chen
Exploring the shared neural basis between the positive and negative syndromes of schizophrenia using multi-task regression under the stability selection frame. BIBM (2016)
Yilun Wang, Sheng Zhang, Junjie Zheng, Heng Chen, Huafu Chen
Randomized Structural Sparsity-Based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multicenter Reproducibility Study. IEEE Trans. Auton. Ment. Dev. 7 (4) (2015)
Yifeng Wang, Gang-Shu Dai, Feng Liu, Zhiliang Long, Jin H. Yan, Huafu Chen
Steady-state BOLD Response to Higher-order Cognition Modulates Low-Frequency Neural Oscillations. J. Cogn. Neurosci. 27 (12) (2015)
Zhiqiang Li, Yilun Wang, Yifeng Wang, Xiaona Wang, Junjie Zheng, Huafu Chen
A Novel Feature Selection Approach for Analyzing High dimensional Functional MRI Data. CoRR (2015)
Yilun Wang, Junjie Zheng, Sheng Zhang, Xunjuan Duan, Huafu Chen
Randomized structural sparsity via constrained block subsampling for improved sensitivity of discriminative voxel identification. NeuroImage 117 (2015)
Meiling Li, Junping Wang, Feng Liu, Heng Chen, Fengmei Lu, Guorong Wu, Chunshui Yu, Huafu Chen
Handedness- and Brain Size-Related Efficiency Differences in Small-World Brain Networks: A Resting-State Functional Magnetic Resonance Imaging Study. Brain Connect. 5 (4) (2015)
Yilun Wang, Sheng Zhang, Junjie Zheng, Heng Chen, Huafu Chen
Randomized Structural Sparsity based Support Identification with Applications to Locating Activated or Discriminative Brain Areas: A Multi-center Reproducibility Study. CoRR (2015)
Feng Liu, Chong-Yaw Wee, Huafu Chen, Dinggang Shen
Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification. NeuroImage 84 (2014)
Yilun Wang, Junjie Zheng, Sheng Zhang, Xujun Duan, Huafu Chen
Randomized Structural Sparsity via Constrained Block Subsampling for Improved Sensitivity of Discriminative Voxel Identification. CoRR (2014)
Qing Gao, Zhongping Tao, Mu Zhang, Huafu Chen
Differential Contribution of Bilateral Supplementary Motor Area to the Effective Connectivity Networks Induced by Task Conditions Using Dynamic Causal Modeling. Brain Connect. 4 (4) (2014)
Meiling Li, Heng Chen, Junping Wang, Feng Liu, Zhiliang Long, Yifeng Wang, Yasser Iturria-Medina, Jiang Zhang, Chunshui Yu, Huafu Chen
Handedness- and Hemisphere-Related Differences in Small-World Brain Networks: A Diffusion Tensor Imaging Tractography Study. Brain Connect. 4 (2) (2014)
Junjie Zheng, Yilun Wang, Heng Chen, Huafu Chen
Sparse Brain anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls. IScIDE (2013)
Feng Liu, Heung-Il Suk, Chong-Yaw Wee, Huafu Chen, Dinggang Shen
High-Order Graph Matching Based Feature Selection for Alzheimer's Disease Identification. MICCAI (2) (2013)
Feng Liu, Chong-Yaw Wee, Huafu Chen, Dinggang Shen
Inter-modality Relationship Constrained Multi-Task Feature Selection for AD/MCI Classification. MICCAI (1) (2013)
Guo-Rong Wu, Wei Liao, Sebastiano Stramaglia, Jurong Ding, Huafu Chen, Daniele Marinazzo
A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data. Medical Image Anal. 17 (3) (2013)
Guo-Rong Wu, Wei Liao, Sebastiano Stramaglia, Huafu Chen, Daniele Marinazzo
Recovering Directed Networks in Neuroimaging Datasets Using Partially Conditioned Granger Causality. Brain Connect. 3 (3) (2013)
Yilun Wang, Guorong Wu, Zhiliang Long, Jingwei Sheng, Jiang Zhang, Huafu Chen
Feature Selection via Sparse Regression for Classification of Functional Brain Networks. IScIDE (2013)
Xujun Duan, Sheng He, Wei Liao, Dongmei Liang, Lihua Qiu, Luqing Wei, Yuan Li, Chengyi Liu, Qiyong Gong, Huafu Chen
Reduced caudate volume and enhanced striatal-DMN integration in chess experts. NeuroImage 60 (2) (2012)
Guo Rong Wu, Fuyong Chen, Dezhi Kang, Xiangyang Zhang, Daniele Marinazzo, Huafu Chen
Multiscale Causal Connectivity Analysis by Canonical Correlation: Theory and Application to Epileptic Brain. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Wei Liao, Jurong Ding, Daniele Marinazzo, Qiang Xu, Zhengge Wang, Cuiping Yuan, Zhiqiang Zhang, Guangming Lu, Huafu Chen
Small-world directed networks in the human brain: Multivariate Granger causality analysis of resting-state fMRI. NeuroImage 54 (4) (2011)
Qing Gao, Xujun Duan, Huafu Chen
Evaluation of effective connectivity of motor areas during motor imagery and execution using conditional Granger causality. NeuroImage 54 (2) (2011)
Daniele Marinazzo, Wei Liao, Huafu Chen, Sebastiano Stramaglia
Nonlinear connectivity by Granger causality. NeuroImage 58 (2) (2011)
Guang-Xin Huang, Huafu Chen, Zhongli Zhou, Feng Yin, Ke Guo
Two-class support vector data description. Pattern Recognit. 44 (2) (2011)
Jiang Zhang, Xianguo Tuo, Zhen Yuan, Wei Liao, Huafu Chen
Analysis of fMRI Data Using an Integrated Principal Component Analysis and Supervised Affinity Propagation Clustering Approach. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Wei Liao, Huafu Chen, Yuan Feng, Dante Mantini, Claudio Gentili, Zhengyong Pan, Jurong Ding, Xujun Duan, Changjian Qiu, Su Lui, Qiyong Gong, Wei Zhang
Selective aberrant functional connectivity of resting state networks in social anxiety disorder. NeuroImage 52 (4) (2010)
Jiang Zhang, Huafu Chen, Fang Fang, Wei Liao
Convolution Power Spectrum Analysis for fMRI Data Based on Prior Image Signal. IEEE Trans. Biomed. Eng. 57 (2) (2010)
Guang-Xin Huang, Feng Yin, Huafu Chen, Ling Chen, Ke Guo
Matrix inverse problem and its optimal approximation problem for R-skew symmetric matrices. Appl. Math. Comput. 216 (12) (2010)
Wei Liao, Dante Mantini, Zhiqiang Zhang, Zhengyong Pan, Jurong Ding, Qiyong Gong, Yihong Yang, Huafu Chen
Evaluating the effective connectivity of resting state networks using conditional Granger causality. Biol. Cybern. 102 (1) (2010)
Xujun Duan, Qian Dai, Qiyong Gong, Huafu Chen
Neural mechanism of unconscious perception of surprised facial expression. NeuroImage 52 (1) (2010)
Guang-Xin Huang, Huafu Chen, Feng Yin
Improved support vector data description. ICMLC (2010)
Wei Liao, Daniele Marinazzo, Zhengyong Pan, Qiyong Gong, Huafu Chen
Kernel Granger Causality Mapping Effective Connectivity on fMRI Data. IEEE Trans. Medical Imaging 28 (11) (2009)
Huafu Chen, Qin Yang, Wei Liao, Qiyong Gong, Shan Shen
Evaluation of the effective connectivity of supplementary motor areas during motor imagery using Granger causality mapping. NeuroImage 47 (4) (2009)
Wei Liao, Huafu Chen, Qin Yang, Xu Lei
Analysis of fMRI Data Using Improved Self-Organizing Mapping and Spatio-Temporal Metric Hierarchical Clustering. IEEE Trans. Medical Imaging 27 (10) (2008)
Peng Xu, Yin Tian, Huafu Chen, Dezhong Yao
Lp Norm Iterative Sparse Solution for EEG Source Localization. IEEE Trans. Biomed. Eng. 54 (3) (2007)
Ling Zeng, Yuqi Wang, Huafu Chen
BOLD Dynamic Model of Functional MRI. ICIC (2) (2007)
Huafu Chen, Xu Lei, Dezhong Yao
An improved ordered subsets expectation maximization positron emission computerized tomography reconstruction. Comput. Biol. Medicine 37 (12) (2007)
Xu Lei, Huafu Chen, Dezhong Yao, Guanhua Luo
An Improved Ordered Subsets Expectation Maximization Reconstruction. ICNC (1) (2006)
Huafu Chen, Ling Zeng, Dezhong Yao, Qing Gao
A Gaussian Dynamic Convolution Models of the FMRI BOLD Response. ISNN (1) (2006)
Huafu Chen, Hong Yuan, Dezhong Yao, Lin Chen, Wufan Chen
An integrated neighborhood correlation and hierarchical clustering approach of functional MRI. IEEE Trans. Biomed. Eng. 53 (3) (2006)
Qiyi Song, Feng Yin, Huafu Chen, Yi Zhang, Qiaoli Hu, Dezhong Yao
A Novel Unified SPM-ICA-PCA Method for Detecting Epileptic Activities in Resting-State fMRI. ICNC (2) (2006)
Huafu Chen, Dezhong Yao, Ling Zeng
A BFGS-ICA algorithm and application in localization of brain activities. Neurocomputing 64 (2005)
Huafu Chen, Dezhong Yao, Lan Yang
An extended convolution dynamic model of fMRI BOLD response. Neurocomputing 61 (2004)
Huafu Chen, Dezhong Yao
A composite ICA algorithm and the application in localization of brain activities. Neurocomputing 56 (2004)
Huafu Chen, Dezhong Yao, Lin Chen
A new method for detecting brain activities from fMRI dataset. Neurocomputing 48 (1-4) (2002)
Huafu Chen, Dezhong Yao, Sue Becker, Yan Zhuo, Min Zeng, Lin Chen
A new method for fMRI data processing: Neighborhood independent component correlation algorithm and its preliminary application. Sci. China Ser. F Inf. Sci. 45 (5) (2002)