Medical image segmentation based on cellular neural network. - Li Yao 002; Jiamin Liu; Yonggui Xie; Liu-qing Pei (Sci. China Ser. F Inf. Sci., 2001)

Spatial Independent Component Analysis of Multitask-Related Activation in fMRI Data. - Zhi-ying Long; Li Yao 002; Xiao-jie Zhao; Liu-qing Pei; Gui Xue; Qi Dong 002; Dan-ling Peng (ICANN, 2003)

Fast Non-linear Elastic Registration in 2D Medical Image. - Zhi-ying Long; Li Yao 002; Dan-ling Peng (MICCAI (1), 2004)

Improved Infomax algorithm of independent component analysis applied to fMRI data. - Xia Wu 001; Li Yao 002; Zhi-ying Long; Hui Wu (Image Processing, 2004)

Synchrony of Basic Neuronal Network Based on Event Related EEG. - Xiaotong Wen; Xiao-jie Zhao; Li Yao 002 (ISNN (3), 2005)

Constructing and assessing brain templates from Chinese pediatric MRI data using SPM. - Qingjie Yin; Qing Ye; Li Yao 002; Kewei Chen 001; Zhen Jin 003; Gang Liu; Xingchun Wu; Tingting Wang (Image Processing, 2005)

Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series. - Xiaotong Wen; Xiao-jie Zhao; Li Yao 002; Xia Wu 001 (ICNC (1), 2006)

Functional Connectivity in the Resting Brain: An Analysis Based on ICA. - Xia Wu 001; Li Yao 002; Zhi-ying Long; Jie Lu; Kuncheng Li (ICONIP (1), 2006)

Time Variant Causality Model Applied in Brain Connectivity Network Based on Event Related Potential. - Kai Yin; Xiao-jie Zhao; Li Yao 002 (ICONIP (1), 2006)

Time-Frequency Analysis of EEG Based on Event Related Cognitive Task. - Xiaotong Wen; Xiao-jie Zhao; Li Yao 002 (ISNN (2), 2006)

Mining the Independent Source of ERP Components with ICA Decomposition. - Jiacai Zhang; Xiao-jie Zhao; Yijun Liu; Li Yao 002 (ISNN (2), 2006)

An automated normative-based fluorodeoxyglucose positron emission tomography image-analysis procedure to aid Alzheimer disease diagnosis using statistical parametric mapping and interactive image display. - Kewei Chen 001; Xiaolin Ge; Li Yao 002; Daniel Bandy; Gene E. Alexander; Anita Prouty; Christine Burns; Xiao-jie Zhao; Xiaotong Wen; Ronald Korn; Michael Lawson; Eric M. Reiman (Image Processing, 2006)

A new post-processing method of applying independent component analysis to fMRI data. - Xia Wu 001; Zhi-ying Long; Li Yao 002; Kewei Chen 001 (Image Processing, 2006)

Application of Time-varying Coherence to Coordinative Connectivity Based on Event Related EEG. - Xiaotong Wen; Kai Yin; Dongzhi Sun; Li Yao 002; Xiao-jie Zhao (ICNC (2), 2007)

Automated diagnosis and prediction of Alzheimer disease using magnetic resonance image. - Zifan Cai; Qian Di; Kewei Chen 001; Eric M. Reiman; Liang Wang; Kuncheng Li; Jie Tang; Li Yao 002; Xiao-jie Zhao (Computer-Aided Diagnosis, 2007)

Validation of voxel-based morphometry (VBM) based on MRI. - Xueyu Yang; Kewei Chen 001; Xiaojuan Guo; Li Yao 002 (Image Processing, 2007)

White Matter Fiber Tracts Based On Diffusion Tensor Imaging. - Qian Di; Tingting Wang; Li Yao 002; Xiao-jie Zhao (ICNC (4), 2008)

Exploration of Event-Evoked Oscillatory Activities during a Cognitive Task. - Qiang Zhang; Hua Li; Yan Zhao; Xinlu Liu; Hua Shu; Li Yao 002; Xiao-jie Zhao (ICNC (6), 2008)

A spatiotemporal approach to N170 detection with application to brain-computer interfaces. - Yaqin Xu; Kai Yin; Jiacai Zhang; Li Yao 002 (SMC, 2008)

Multiple neural networks supporting a semantic task: An fMRI study using independent component analysis. - Xia Wu 001; Jie Lu; Kewei Chen 001; Zhi-ying Long; Xiaoyi Wang; Hua Shu; Kuncheng Li; Yijun Liu; Li Yao 002 (NeuroImage, 2009)

Optimization of image preprocessing for diffusion tensor magnetic resonance imaging. - Gang Liu; Li Yao 002; Xiao-jie Zhao (ICNC, 2010)

A computational model of early vision based on synchronized response and inner product operation. - Songnian Zhao; Qi Zou; Zhen Jin 003; Guozheng Yao; Li Yao 002 (Neurocomputing, 2010)

Impairment and compensation coexist in amnestic MCI default mode network. - Zhigang Qi; Xia Wu 001; Zhiqun Wang; Nang Zhang; Huiqing Dong; Li Yao 002; Kuncheng Li (NeuroImage, 2010)

Spatio-temporal pattern analysis of single-trial EEG signals recorded during visual object recognition. - Changming Wang; Xiaoping Hu 001; Li Yao 002; Shi Xiong; Jiacai Zhang (Sci. China Inf. Sci., 2011)

Large-scale directional connections among multi resting-state neural networks in human brain: A functional MRI and Bayesian network modeling study. - Rui Li 025; Kewei Chen 001; Adam Fleisher; Eric Reiman; Li Yao 002; Xia Wu 001 (NeuroImage, 2011)

The oscillatory activities and its synchronization in auditory-visual integration as revealed by event-related potentials to bimodal stimuli. - Jia Guo; Peng Xu; Li Yao 002; Hua Shu; Xiao-jie Zhao (Human Vision and Electronic Imaging, 2012)

Determining Effective Connectivity from FMRI Data Using a Gaussian Dynamic Bayesian Network. - Xia Wu 001; Juan Li; Li Yao 002 (ICONIP (1), 2012)

A Novel HCI System Based on Real-Time fMRI Using Motor Imagery Interaction. - Xiaofei Li; Lele Xu; Li Yao 002; Xiao-jie Zhao (HCI (24), 2013)

Visual Image Reconstruction from fMRI Activation Using Multi-scale Support Vector Machine Decoders. - Yu Zhan; Jiacai Zhang; Sutao Song; Li Yao 002 (HCI (5), 2013)

Alterations in Resting-State after Motor Imagery Training: A Pilot Investigation with Eigenvector Centrality Mapping. - Rushao Zhang; Hang Zhang; Lele Xu; Mingqi Hui; Zhi-ying Long; Yijun Liu; Li Yao 002 (HCI (5), 2013)

An improvement of independent component analysis with projection method applied to multi-task fMRI data. - Zhi-ying Long; Rui Li 025; Mingqi Hui; Zhen Jin 003; Li Yao 002 (Comput. Biol. Medicine, 2013)

An improved fast marching method and its application in Alzheimer's disease. - Xiao-jie Zhao; Xiaotong Wen; Jiahui Shen; Hao Hong; Li Yao 002 (Int. J. Imaging Syst. Technol., 2013)

The Receiver Operational Characteristic for Binary Classification with Multiple Indices and Its Application to the Neuroimaging Study of Alzheimer's Disease. - Xia Wu 001; Juan Li; Napatkamon Ayutyanont; Hillary Protas; William J. Jagust; Adam Fleisher; Eric Reiman; Li Yao 002; Kewei Chen 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2013)

Improved Estimation of the Number of Independent Components for Functional Magnetic Resonance Data by a Whitening Filter. - Mingqi Hui; Rui Li 025; Kewei Chen 001; Zhen Jin 003; Li Yao 002; Zhi-ying Long (IEEE J. Biomed. Health Informatics, 2013)

Comparative study of two sparse multinomial logistic regression models in decoding visual stimuli from brain activity of fMRI. - Sutao Song; Gongxiang Chen; Yu Zhan; Jiacai Zhang; Li Yao 002 (Image Processing, 2014)

Fast voxel selection of fMRI data based on Smoothed 10 norm. - Chuncheng Zhang; Zhengli Wang; Sutao Song; Xiaotong Wen; Li Yao 002; Zhi-ying Long (PRNI, 2014)

Characterizing structural association alterations within brain networks in normal aging using Gaussian Bayesian networks. - Xiaojuan Guo; Yan Wang; Kewei Chen 001; Xia Wu 001; Jiacai Zhang; Ke Li; Zhen Jin 003; Li Yao 002 (Frontiers Comput. Neurosci., 2014)

Bayesian network analysis revealed the connectivity difference of the default mode network from the resting-state to task-state. - Xia Wu 001; Xinyu Yu; Li Yao 002; Rui Li 025 (Frontiers Comput. Neurosci., 2014)

A pooling-LiNGAM algorithm for effective connectivity analysis of fMRI data. - Lele Xu; Tingting Fan; Xia Wu 001; Kewei Chen 001; Xiaojuan Guo; Jiacai Zhang; Li Yao 002 (Frontiers Comput. Neurosci., 2014)

A new dynamic Bayesian network approach for determining effective connectivity from fMRI data. - Xia Wu 001; Xuyun Wen; Juan Li; Li Yao 002 (Neural Comput. Appl., 2014)

Interaction of multiple networks modulated by the working memory training based on real-time fMRI. - Jiahui Shen; Gaoyan Zhang; Chaozhe Zhu; Li Yao 002; Xiaojie Zhao (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Cortical activities of single-trial P300 amplitudes modulated by memory load using simultaneous EEG-fMRI. - Qiushi Zhang; Xiaojie Zhao; Chaozhe Zhu; Xueqian Yang; Li Yao 002 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

Discriminative analysis of non-linear brain connectivity for leukoaraiosis with resting-state fMRI. - Youzhi Lai; Lele Xu; Li Yao 002; Xia Wu 001 (Computer-Aided Diagnosis, 2015)

Multi-modality sparse representation-based classification for Alzheimer's disease and mild cognitive impairment. - Lele Xu; Xia Wu 001; Kewei Chen 001; Li Yao 002 (Comput. Methods Programs Biomed., 2015)

A two-step super-Gaussian independent component analysis approach for fMRI data. - Ruiyang Ge; Li Yao 002; Hang Zhang; Zhi-ying Long (NeuroImage, 2015)

A real-time method to reduce ballistocardiogram artifacts from EEG during fMRI based on optimal basis sets (OBS). - Xia Wu 001; Tong Wu; Zhichao Zhan; Li Yao 002; Xiaotong Wen (Comput. Methods Programs Biomed., 2016)

Real-time ballistocardiographic artifact reduction using the k-teager energy operator detector and multi-channel referenced adaptive noise cancelling. - Xiaotong Wen; Mingxuan Kang; Li Yao 002; Xiao-jie Zhao (Int. J. Imaging Syst. Technol., 2016)

Supervised within-class-similar discriminative dictionary learning for face recognition. - Lele Xu; Xia Wu 001; Kewei Chen 001; Li Yao 002 (J. Vis. Commun. Image Represent., 2016)

Abnormal EEG-based functional connectivity under a face-word stroop task in depression. - Zhenghao Guo; Hailiang Long; Li Yao 002; Xia Wu 001; Hanshu Cai (BIBM, 2017)

Multi-Feature Kernel Discriminant Dictionary Learning for Classification in Alzheimer's Disease. - Qing Li 027; Xia Wu 001; Lele Xu; Li Yao 002; Kewei Chen 001 (DICTA, 2017)

Gender differences in dynamic functional connectivity based on resting-state fMRI. - Nini Mao; Hongna Zheng; Zhi-ying Long; Li Yao 002; Xia Wu 001 (EMBC, 2017)

WeiboFinder: A Topic-Based Chinese Word Finding and Learning System. - Wenhao Chen 001; Yi Cai 001; Kin Keung Lai; Li Yao 002; Jun Zhang 003; Jingjing Li 002; Xingdong Jia (ICWL, 2017)

A Text Clustering Algorithm to Detect Basic Level Categories in Texts. - Jingyun Xu; Yi Cai 001; Shuai Wang; Kai Yang 007; Qing Du; Jun Zhang 003; Li Yao 002; Jingjing Li 002 (ICWL, 2017)

Impacts of Working Memory Training on Brain Network Topology. - Dongping Zhao; Qiushi Zhang; Li Yao 002; Xiao-jie Zhao (ISNN (2), 2017)

Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment. - Qing Li 027; Xia Wu 001; Lele Xu; Kewei Chen 001; Li Yao 002; Rui Li 025 (Comput. Methods Programs Biomed., 2017)

Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Unimpaired Individuals Using Multi-feature Kernel Discriminant Dictionary Learning. - Qing Li 027; Xia Wu 001; Lele Xu; Kewei Chen 001; Li Yao 002; Alzheimer's Disease Neuroimaging Initiative (Frontiers Comput. Neurosci., 2017)

Multi-feature kernel discriminant dictionary learning for face recognition. - Xia Wu 001; Qing Li 027; Lele Xu; Kewei Chen 001; Li Yao 002 (Pattern Recognit., 2017)

Improved Application of Sparse Representation Classifier in fMRI-based Brain State Decoding. - Zhaoxi Guo; Zhi-ying Long; Jing Zhang 033; Maogeng Xia; Li Yao 002 (EMBC, 2018)

Interaction of CBC Loops Involved in Working Memory Feedback Training. - Jiahui Shen; Airu Pang; Li Yao 002; Xiao-jie Zhao (IJCNN, 2018)

Semi-supervised sparse representation classifier with random sample subset ensembles in fMRI-based brain state decoding. - Jing Zhang 033; Chuncheng Zhang; Sutao Song; Li Yao 002; Xiaojie Zhao; Zhiying Long (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Brain decoding using deep convolutional network and its application in cross-subject analysis. - Yufei Gao 001; Yameng Zhang; Wen Zhou; Li Yao 002; Jiacai Zhang (Image Processing, 2018)

A New fMRI Informed Mixed-Norm Constrained Algorithm for EEG Source Localization. - Hailing Wang; Xu Lei; Zhichao Zhan; Li Yao 002; Xia Wu 001 (IEEE Access, 2018)

Brain State Decoding Based on fMRI Using Semisupervised Sparse Representation Classifications. - Jing Zhang 033; Chuncheng Zhang; Li Yao 002; Xiao-jie Zhao; Zhi-ying Long (Comput. Intell. Neurosci., 2018)

Euler Elastica Regularized Logistic Regression for Whole-Brain Decoding of fMRI Data. - Chuncheng Zhang; Li Yao 002; Sutao Song; Xiaotong Wen; Xiao-jie Zhao; Zhi-ying Long (IEEE Trans. Biomed. Eng., 2018)

Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions. - Ziyu Li; Hailing Wang; Xia Wu 001; Xueyuan Xu; Shuai Wei; Li Yao 002 (BCI, 2019)

Application of Euler Elastica Regularized Logistic Regression on Resting-state fMRI for Identification of Alzheimer's Disease. - Weiping Guo; Li Yao 002; Zhiying Long (ICBIP, 2019)

Construction of Psychological Crisis Assessment Model Based on Machine Learning. - Hanwen Li; Zhenkai Yang; Yun Wang; Li Yao 002; Xiaojie Zhao (ISC2, 2019)

Changes in the Functional and Structural Default Mode Network Across the Adult Lifespan Based on Partial Least Squares. - Xiaoyu Zhao; Li Yao 002; Kewei Chen 001; Ke Li; Jiacai Zhang; Xiaojuan Guo (IEEE Access, 2019)

Temporally constrained ICA with threshold and its application to fMRI data. - Zhi-ying Long; Zhi Wang; Jing Zhang 033; Xiao-jie Zhao; Li Yao 002 (BMC Medical Imaging, 2019)

A semi-supervised classification approach based on restricted Boltzmann machine for fMRI data. - Ning Liu; Li Yao 002; Xiaojie Zhao (BCI, 2020)

Phasor Symbiotic Organisms Search Algorithm for Global Optimization. - Fahui Miao; Li Yao 002; Xiaojie Zhao; Yawen Zheng (ICIC (1), 2020)

Network features of simultaneous EEG and fMRI predict working memory load. - Yutong Wang; Ying Liu; Li Yao 002; Xiaojie Zhao (Image Processing, 2020)

Mixture Kernel Density Estimation and Remedied Correlation Matrix on the EEG-Based Copula Model for the Assessment of Visual Discomfort. - Yawen Zheng; Xiaojie Zhao; Li Yao 002 (Cogn. Comput., 2020)

Individual-specific and shared representations during episodic memory encoding and retrieval. - Xiaoqian Xiao; Yu Zhou; Jing Liu 039; Zhifang Ye; Li Yao 002; Jiacai Zhang; Chuansheng Chen; Gui Xue (NeuroImage, 2020)

Evolving convolutional neural networks by symbiotic organisms search algorithm for image classification. - Fahui Miao; Li Yao 002; Xiaojie Zhao (Appl. Soft Comput., 2021)

Symbiotic organisms search algorithm using random walk and adaptive Cauchy mutation on the feature selection of sleep staging. - Fahui Miao; Li Yao 002; Xiao-jie Zhao (Expert Syst. Appl., 2021)

Robust deep multi-view subspace clustering networks with a correntropy-induced metric. - Xiaomeng Si; Qiyue Yin; Xiaojie Zhao; Li Yao 002 (Appl. Intell., 2022)

Copula-based transformer in EEG to assess visual discomfort induced by stereoscopic 3D. - Yawen Zheng; Xiaojie Zhao; Li Yao 002 (Biomed. Signal Process. Control., 2022)

A semi-supervised classification RBM with an improved fMRI representation algorithm. - Can Chang; Ning Liu; Li Yao 002; Xiaojie Zhao (Comput. Methods Programs Biomed., 2022)

Reconstruction of 3D Images from Human Activity by a Compound Reconstruction Model. - Hongna Zheng; Li Yao 002; Zhiying Long (Cogn. Comput., 2022)

Consistent and diverse multi-View subspace clustering with structure constraint. - Xiaomeng Si; Qiyue Yin; Xiaojie Zhao; Li Yao 002 (Pattern Recognit., 2022)

The Recognition of Multiple Anxiety Levels Based on Electroencephalograph. - Ziyu Li; Xia Wu 001; Xueyuan Xu; Hailing Wang; Zhenghao Guo; Zhichao Zhan; Li Yao 002 (IEEE Trans. Affect. Comput., 2022)

Identifying Cortical Brain Directed Connectivity Networks From High-Density EEG for Emotion Recognition. - Hailing Wang; Xia Wu 001; Li Yao 002 (IEEE Trans. Affect. Comput., 2022)

A Computational Monte Carlo Simulation Strategy to Determine the Temporal Ordering of Abnormal Age Onset Among Biomarkers of Alzheimer's Disease. - Xiaojuan Guo; Kewei Chen 001; Yinghua Chen; Chengjie Xiong; Yi Su 004; Li Yao 002; Eric M. Reiman (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Estimating the connectional brain template based on multi-view networks with bi-channel graph neural network. - Jingming Li; Zhengyuan Lyu; Ke Li; Li Yao 002; Xiaojuan Guo (Biomed. Signal Process. Control., 2024)

Deep Multidilation Temporal and Spatial Dependence Modeling in Stereoscopic 3-D EEG for Visual Discomfort Assessment. - Yawen Zheng; Xiaojie Zhao; Li Yao 002; Longbing Cao (IEEE Trans. Syst. Man Cybern. Syst., 2024)

MSCLF: A Multi-Subject Contrastive Learning Framework for Consistent EEG Representation in Stereoscopic Visual Discomfort Detection. - Na Lu; Xiaojie Zhao; Li Yao 002 (IEEE Trans. Instrum. Meas., 2025)

A Brain-Inspired Harmonized Learning With Concurrent Arbitration for Enhancing Motion Planning in Fuzzy Environments. - Tianyuan Jia; Chaoqiong Fan; Qing Li 027; Ziyu Li; Li Yao 002; Xia Wu 001 (IEEE Trans. Fuzzy Syst., 2025)

BDR-GCL: Toward imagined speech decoding in naturalistic BCI systems via brain dynamics representation enhanced graph contrastive learning. - Yifan Niu; Ziyu Li; Li Yao 002; Xia Wu 001 (Expert Syst. Appl., 2026)