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2020 – today
- 2024
[j56]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): 2450016:1-2450016:16 (2024)- [j55]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: 102573 (2024) - [j54]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): 4974-4984 (2024) - [j53]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): 10258-10272 (2024) - 2023
- [j52]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): 1813-1824 (2023) - 2022
- [j51]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): 454-464 (2022) - [j50]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: 106586 (2022) - [j49]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: 119618 (2022) - 2021
- [j48]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): 119-131 (2021) - [j47]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: 117642 (2021) - [j46]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: 117831 (2021) - [j45]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: 117873 (2021) - [j44]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: 118497 (2021) - [j43]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: 90-100 (2021) - [c19]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: 20-26 - [c18]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: 18-29 - 2020
- [j42]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: 116960 (2020) - [c17]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: 145-150 - [c16]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: 163-167 - [c15]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: 192-196
2010 – 2019
- 2019
- [j41]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: 30693-30701 (2019) - [j40]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: 44-53 (2019) - [j39]Chaorong Li, Yuanyuan Huang, Xingchun Yang, Huafu Chen:
Marginal distribution covariance model in the multiple wavelet domain for texture representation. Pattern Recognit. 92: 246-257 (2019) - [j38]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): 2523-2532 (2019) - [c14]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: 21-25 - [c13]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: 65-70 - 2018
- [j37]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: 202-209 (2018) - [j36]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: 112-117 (2018) - [i4]Chaorong Li, Wei Huang, Huafu Chen:
LGLG-WPCA: An Effective Texture-based Method for Face Recognition. CoRR abs/1811.08345 (2018) - 2017
- [j35]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): 1750018:1-1750018:20 (2017) - [j34]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: 199-205 (2017) - [c12]Meiling Li, Qijun Zou, Jiao Li, Wei Liao, Huafu Chen:
Altered Functional Specialization in Temporal Lobe Epilepsy. IScIDE 2017: 572-579 - [c11]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: 580-588 - 2016
- [c10]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: 953-955 - 2015
- [j33]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): 259-265 (2015) - [j32]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): 2406-2415 (2015) - [j31]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: 170-183 (2015) - [j30]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): 287-300 (2015) - [i3]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 abs/1506.02265 (2015) - [i2]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 abs/1506.08301 (2015) - 2014
- [j29]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): 145-156 (2014) - [j28]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): 256-264 (2014) - [j27]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: 466-475 (2014) - [i1]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 abs/1410.4650 (2014) - 2013
- [j26]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): 294-301 (2013) - [j25]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): 365-374 (2013) - [c9]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: 554-560 - [c8]Junjie Zheng, Yilun Wang, Heng Chen, Huafu Chen:
Sparse Brain anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls. IScIDE 2013: 813-819 - [c7]Feng Liu, Chong-Yaw Wee, Huafu Chen, Dinggang Shen:
Inter-modality Relationship Constrained Multi-Task Feature Selection for AD/MCI Classification. MICCAI (1) 2013: 308-315 - [c6]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: 311-318 - 2012
- [j24]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): 1280-1286 (2012) - 2011
- [j23]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): 1280-1288 (2011) - [j22]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): 2683-2694 (2011) - [j21]Daniele Marinazzo, Wei Liao, Huafu Chen, Sebastiano Stramaglia:
Nonlinear connectivity by Granger causality. NeuroImage 58(2): 330-338 (2011) - [j20]Guang-Xin Huang, Huafu Chen, Zhongli Zhou, Feng Yin, Ke Guo:
Two-class support vector data description. Pattern Recognit. 44(2): 320-329 (2011) - [j19]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): 3088-3096 (2011) - [j18]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): 3184-3196 (2011) - 2010
- [j17]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): 3515-3521 (2010) - [j16]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): 57-69 (2010) - [j15]Xujun Duan, Qian Dai, Qiyong Gong, Huafu Chen:
Neural mechanism of unconscious perception of surprised facial expression. NeuroImage 52(1): 401-407 (2010) - [j14]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): 1549-1558 (2010) - [j13]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): 343-352 (2010) - [c5]Guang-Xin Huang, Huafu Chen, Feng Yin:
Improved support vector data description. ICMLC 2010: 1459-1463
2000 – 2009
- 2009
- [j12]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): 1844-1853 (2009) - [j11]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): 1825-1835 (2009) - 2008
- [j10]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): 1472-1483 (2008) - 2007
- [j9]Huafu Chen, Xu Lei, Dezhong Yao:
An improved ordered subsets expectation maximization positron emission computerized tomography reconstruction. Comput. Biol. Medicine 37(12): 1780-1785 (2007) - [j8]Peng Xu, Yin Tian, Huafu Chen, Dezhong Yao:
Lp Norm Iterative Sparse Solution for EEG Source Localization. IEEE Trans. Biomed. Eng. 54(3): 400-409 (2007) - [c4]Ling Zeng, Yuqi Wang, Huafu Chen:
BOLD Dynamic Model of Functional MRI. ICIC (2) 2007: 324-329 - 2006
- [j7]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): 452-458 (2006) - [c3]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: 627-636 - [c2]Xu Lei, Huafu Chen, Dezhong Yao, Guanhua Luo:
An Improved Ordered Subsets Expectation Maximization Reconstruction. ICNC (1) 2006: 968-971 - [c1]Huafu Chen, Ling Zeng, Dezhong Yao, Qing Gao:
A Gaussian Dynamic Convolution Models of the FMRI BOLD Response. ISNN (1) 2006: 21-26 - 2005
- [j6]Huafu Chen, Dezhong Yao, Ling Zeng:
A BFGS-ICA algorithm and application in localization of brain activities. Neurocomputing 64: 513-519 (2005) - [j5]Huafu Chen, Dezhong Yao, Wufan Chen, Lin Chen:
Delay Correlation Subspace Decomposition Algorithm and Its Application in fMRI. IEEE Trans. Medical Imaging 24(12): 1647-1651 (2005) - 2004
- [j4]Huafu Chen, Dezhong Yao:
A composite ICA algorithm and the application in localization of brain activities. Neurocomputing 56: 429-434 (2004) - [j3]Huafu Chen, Dezhong Yao, Lan Yang:
An extended convolution dynamic model of fMRI BOLD response. Neurocomputing 61: 395-400 (2004) - 2002
- [j2]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): 373-382 (2002) - [j1]Huafu Chen, Dezhong Yao, Lin Chen:
A new method for detecting brain activities from fMRI dataset. Neurocomputing 48(1-4): 1047-1052 (2002)
Coauthor Index
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