Li Yao

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 41

Top Topics

Logistic Regression

Functional Connectivity

Mild Cognitive Impairment

Top Venues

Frontiers Comput. Neurosci.

Comput. Methods Programs Biomed.

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image Processing

Publications

Jingming Li, Zhengyuan Lyu, Ke Li, Li Yao, Xiaojuan Guo
Estimating the connectional brain template based on multi-view networks with bi-channel graph neural network. Biomed. Signal Process. Control. 89 (2024)
Yawen Zheng, Xiaojie Zhao, Li Yao, Longbing Cao
Deep Multidilation Temporal and Spatial Dependence Modeling in Stereoscopic 3-D EEG for Visual Discomfort Assessment. IEEE Trans. Syst. Man Cybern. Syst. 54 (4) (2024)
Hailing Wang, Xia Wu, Li Yao
Identifying Cortical Brain Directed Connectivity Networks From High-Density EEG for Emotion Recognition. IEEE Trans. Affect. Comput. 13 (3) (2022)
Ziyu Li, Xia Wu, Xueyuan Xu, Hailing Wang, Zhenghao Guo, Zhichao Zhan, Li Yao
The Recognition of Multiple Anxiety Levels Based on Electroencephalograph. IEEE Trans. Affect. Comput. 13 (1) (2022)
Can Chang, Ning Liu, Li Yao, Xiaojie Zhao
A semi-supervised classification RBM with an improved fMRI representation algorithm. Comput. Methods Programs Biomed. 222 (2022)
Xiaojuan Guo, Kewei Chen, Yinghua Chen, Chengjie Xiong, Yi Su, Li Yao, Eric M. Reiman
A Computational Monte Carlo Simulation Strategy to Determine the Temporal Ordering of Abnormal Age Onset Among Biomarkers of Alzheimer's Disease. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (5) (2022)
Xiaomeng Si, Qiyue Yin, Xiaojie Zhao, Li Yao
Robust deep multi-view subspace clustering networks with a correntropy-induced metric. Appl. Intell. 52 (13) (2022)
Hongna Zheng, Li Yao, Zhiying Long
Reconstruction of 3D Images from Human Activity by a Compound Reconstruction Model. Cogn. Comput. 14 (4) (2022)
Xiaomeng Si, Qiyue Yin, Xiaojie Zhao, Li Yao
Consistent and diverse multi-View subspace clustering with structure constraint. Pattern Recognit. 121 (2022)
Yawen Zheng, Xiaojie Zhao, Li Yao
Copula-based transformer in EEG to assess visual discomfort induced by stereoscopic 3D. Biomed. Signal Process. Control. 77 (2022)
Fahui Miao, Li Yao, Xiaojie Zhao
Evolving convolutional neural networks by symbiotic organisms search algorithm for image classification. Appl. Soft Comput. 109 (2021)
Fahui Miao, Li Yao, Xiao-jie Zhao
Symbiotic organisms search algorithm using random walk and adaptive Cauchy mutation on the feature selection of sleep staging. Expert Syst. Appl. 176 (2021)
Ning Liu, Li Yao, Xiaojie Zhao
A semi-supervised classification approach based on restricted Boltzmann machine for fMRI data. BCI (2020)
Fahui Miao, Li Yao, Xiaojie Zhao, Yawen Zheng
Phasor Symbiotic Organisms Search Algorithm for Global Optimization. ICIC (1) (2020)
Xiaoqian Xiao, Yu Zhou, Jing Liu, Zhifang Ye, Li Yao, Jiacai Zhang, Chuansheng Chen, Gui Xue
Individual-specific and shared representations during episodic memory encoding and retrieval. NeuroImage 217 (2020)
Yawen Zheng, Xiaojie Zhao, Li Yao
Mixture Kernel Density Estimation and Remedied Correlation Matrix on the EEG-Based Copula Model for the Assessment of Visual Discomfort. Cogn. Comput. 12 (6) (2020)
Yutong Wang, Ying Liu, Li Yao, Xiaojie Zhao
Network features of simultaneous EEG and fMRI predict working memory load. Medical Imaging: Image Processing (2020)
Ziyu Li, Hailing Wang, Xia Wu, Xueyuan Xu, Shuai Wei, Li Yao
Working Memory Training Using EEG Neurofeedback Based on Theta Coherence of Brain Regions. BCI (2019)
Weiping Guo, Li Yao, Zhiying Long
Application of Euler Elastica Regularized Logistic Regression on Resting-state fMRI for Identification of Alzheimer's Disease. ICBIP (2019)
Zhi-ying Long, Zhi Wang, Jing Zhang, Xiao-jie Zhao, Li Yao
Temporally constrained ICA with threshold and its application to fMRI data. BMC Medical Imaging 19 (1) (2019)
Hanwen Li, Zhenkai Yang, Yun Wang, Li Yao, Xiaojie Zhao
Construction of Psychological Crisis Assessment Model Based on Machine Learning. ISC2 (2019)
Xiaoyu Zhao, Li Yao, Kewei Chen, Ke Li, Jiacai Zhang, Xiaojuan Guo
Changes in the Functional and Structural Default Mode Network Across the Adult Lifespan Based on Partial Least Squares. IEEE Access 7 (2019)
Yufei Gao, Yameng Zhang, Wen Zhou, Li Yao, Jiacai Zhang
Brain decoding using deep convolutional network and its application in cross-subject analysis. Medical Imaging: Image Processing (2018)
Jing Zhang, Chuncheng Zhang, Sutao Song, Li Yao, Xiaojie Zhao, Zhiying Long
Semi-supervised sparse representation classifier with random sample subset ensembles in fMRI-based brain state decoding. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Chuncheng Zhang, Li Yao, Sutao Song, Xiaotong Wen, Xiao-jie Zhao, Zhi-ying Long
Euler Elastica Regularized Logistic Regression for Whole-Brain Decoding of fMRI Data. IEEE Trans. Biomed. Eng. 65 (7) (2018)
Jiahui Shen, Airu Pang, Li Yao, Xiao-jie Zhao
Interaction of CBC Loops Involved in Working Memory Feedback Training. IJCNN (2018)
Jing Zhang, Chuncheng Zhang, Li Yao, Xiao-jie Zhao, Zhi-ying Long
Brain State Decoding Based on fMRI Using Semisupervised Sparse Representation Classifications. Comput. Intell. Neurosci. 2018 (2018)
Zhaoxi Guo, Zhi-ying Long, Jing Zhang, Maogeng Xia, Li Yao
Improved Application of Sparse Representation Classifier in fMRI-based Brain State Decoding. EMBC (2018)
Hailing Wang, Xu Lei, Zhichao Zhan, Li Yao, Xia Wu
A New fMRI Informed Mixed-Norm Constrained Algorithm for EEG Source Localization. IEEE Access 6 (2018)
Dongping Zhao, Qiushi Zhang, Li Yao, Xiao-jie Zhao
Impacts of Working Memory Training on Brain Network Topology. ISNN (2) (2017)
Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Alzheimer's Disease Neuroimaging Initiative
Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Unimpaired Individuals Using Multi-feature Kernel Discriminant Dictionary Learning. Frontiers Comput. Neurosci. 11 (2017)
Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Rui Li
Multi-modal discriminative dictionary learning for Alzheimer's disease and mild cognitive impairment. Comput. Methods Programs Biomed. 150 (2017)
Jingyun Xu, Yi Cai, Shuai Wang, Kai Yang, Qing Du, Jun Zhang, Li Yao, Jingjing Li
A Text Clustering Algorithm to Detect Basic Level Categories in Texts. ICWL (2017)
Qing Li, Xia Wu, Lele Xu, Li Yao, Kewei Chen
Multi-Feature Kernel Discriminant Dictionary Learning for Classification in Alzheimer's Disease. DICTA (2017)
Zhenghao Guo, Hailiang Long, Li Yao, Xia Wu, Hanshu Cai
Abnormal EEG-based functional connectivity under a face-word stroop task in depression. BIBM (2017)
Nini Mao, Hongna Zheng, Zhi-ying Long, Li Yao, Xia Wu
Gender differences in dynamic functional connectivity based on resting-state fMRI. EMBC (2017)
Wenhao Chen, Yi Cai, Kin Keung Lai, Li Yao, Jun Zhang, Jingjing Li, Xingdong Jia
WeiboFinder: A Topic-Based Chinese Word Finding and Learning System. ICWL (2017)
Xia Wu, Qing Li, Lele Xu, Kewei Chen, Li Yao
Multi-feature kernel discriminant dictionary learning for face recognition. Pattern Recognit. 66 (2017)
Xia Wu, Tong Wu, Zhichao Zhan, Li Yao, Xiaotong Wen
A real-time method to reduce ballistocardiogram artifacts from EEG during fMRI based on optimal basis sets (OBS). Comput. Methods Programs Biomed. 127 (2016)
Xiaotong Wen, Mingxuan Kang, Li Yao, Xiao-jie Zhao
-teager energy operator detector and multi-channel referenced adaptive noise cancelling. Int. J. Imaging Syst. Technol. 26 (3) (2016)
Lele Xu, Xia Wu, Kewei Chen, Li Yao
Supervised within-class-similar discriminative dictionary learning for face recognition. J. Vis. Commun. Image Represent. 38 (2016)
Lele Xu, Xia Wu, Kewei Chen, Li Yao
Multi-modality sparse representation-based classification for Alzheimer's disease and mild cognitive impairment. Comput. Methods Programs Biomed. 122 (2) (2015)
Youzhi Lai, Lele Xu, Li Yao, Xia Wu
Discriminative analysis of non-linear brain connectivity for leukoaraiosis with resting-state fMRI. Medical Imaging: Computer-Aided Diagnosis (2015)
Qiushi Zhang, Xiaojie Zhao, Chaozhe Zhu, Xueqian Yang, Li Yao
Cortical activities of single-trial P300 amplitudes modulated by memory load using simultaneous EEG-fMRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Ruiyang Ge, Li Yao, Hang Zhang, Zhi-ying Long
A two-step super-Gaussian independent component analysis approach for fMRI data. NeuroImage 118 (2015)
Jiahui Shen, Gaoyan Zhang, Chaozhe Zhu, Li Yao, Xiaojie Zhao
Interaction of multiple networks modulated by the working memory training based on real-time fMRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Sutao Song, Gongxiang Chen, Yu Zhan, Jiacai Zhang, Li Yao
Comparative study of two sparse multinomial logistic regression models in decoding visual stimuli from brain activity of fMRI. Medical Imaging: Image Processing (2014)
Xia Wu, Xuyun Wen, Juan Li, Li Yao
A new dynamic Bayesian network approach for determining effective connectivity from fMRI data. Neural Comput. Appl. 24 (1) (2014)
Xia Wu, Xinyu Yu, Li Yao, Rui Li
Bayesian network analysis revealed the connectivity difference of the default mode network from the resting-state to task-state. Frontiers Comput. Neurosci. 8 (2014)
Chuncheng Zhang, Zhengli Wang, Sutao Song, Xiaotong Wen, Li Yao, Zhi-ying Long
Fast voxel selection of fMRI data based on Smoothed 10 norm. PRNI (2014)
Xiaojuan Guo, Yan Wang, Kewei Chen, Xia Wu, Jiacai Zhang, Ke Li, Zhen Jin, Li Yao
Characterizing structural association alterations within brain networks in normal aging using Gaussian Bayesian networks. Frontiers Comput. Neurosci. 8 (2014)
Lele Xu, Tingting Fan, Xia Wu, Kewei Chen, Xiaojuan Guo, Jiacai Zhang, Li Yao
A pooling-LiNGAM algorithm for effective connectivity analysis of fMRI data. Frontiers Comput. Neurosci. 8 (2014)
Mingqi Hui, Rui Li, Kewei Chen, Zhen Jin, Li Yao, Zhi-ying Long
Improved Estimation of the Number of Independent Components for Functional Magnetic Resonance Data by a Whitening Filter. IEEE J. Biomed. Health Informatics 17 (3) (2013)
Xiaofei Li, Lele Xu, Li Yao, Xiao-jie Zhao
A Novel HCI System Based on Real-Time fMRI Using Motor Imagery Interaction. HCI (24) (2013)
Zhi-ying Long, Rui Li, Mingqi Hui, Zhen Jin, Li Yao
An improvement of independent component analysis with projection method applied to multi-task fMRI data. Comput. Biol. Medicine 43 (3) (2013)
Yu Zhan, Jiacai Zhang, Sutao Song, Li Yao
Visual Image Reconstruction from fMRI Activation Using Multi-scale Support Vector Machine Decoders. HCI (5) (2013)
Xia Wu, Juan Li, Napatkamon Ayutyanont, Hillary Protas, William J. Jagust, Adam Fleisher, Eric Reiman, Li Yao, Kewei Chen
The Receiver Operational Characteristic for Binary Classification with Multiple Indices and Its Application to the Neuroimaging Study of Alzheimer's Disease. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (1) (2013)
Xiao-jie Zhao, Xiaotong Wen, Jiahui Shen, Hao Hong, Li Yao
An improved fast marching method and its application in Alzheimer's disease. Int. J. Imaging Syst. Technol. 23 (4) (2013)
Rushao Zhang, Hang Zhang, Lele Xu, Mingqi Hui, Zhi-ying Long, Yijun Liu, Li Yao
Alterations in Resting-State after Motor Imagery Training: A Pilot Investigation with Eigenvector Centrality Mapping. HCI (5) (2013)
Jia Guo, Peng Xu, Li Yao, Hua Shu, Xiao-jie Zhao
The oscillatory activities and its synchronization in auditory-visual integration as revealed by event-related potentials to bimodal stimuli. Human Vision and Electronic Imaging (2012)
Xia Wu, Juan Li, Li Yao
Determining Effective Connectivity from FMRI Data Using a Gaussian Dynamic Bayesian Network. ICONIP (1) (2012)
Changming Wang, Xiaoping Hu, Li Yao, Shi Xiong, Jiacai Zhang
Spatio-temporal pattern analysis of single-trial EEG signals recorded during visual object recognition. Sci. China Inf. Sci. 54 (12) (2011)
Rui Li, Kewei Chen, Adam Fleisher, Eric Reiman, Li Yao, Xia Wu
Large-scale directional connections among multi resting-state neural networks in human brain: A functional MRI and Bayesian network modeling study. NeuroImage 56 (3) (2011)
Songnian Zhao, Qi Zou, Zhen Jin, Guozheng Yao, Li Yao
A computational model of early vision based on synchronized response and inner product operation. Neurocomputing 73 (16-18) (2010)
Zhigang Qi, Xia Wu, Zhiqun Wang, Nang Zhang, Huiqing Dong, Li Yao, Kuncheng Li
Impairment and compensation coexist in amnestic MCI default mode network. NeuroImage 50 (1) (2010)
Gang Liu, Li Yao, Xiao-jie Zhao
Optimization of image preprocessing for diffusion tensor magnetic resonance imaging. ICNC (2010)
Xia Wu, Jie Lu, Kewei Chen, Zhi-ying Long, Xiaoyi Wang, Hua Shu, Kuncheng Li, Yijun Liu, Li Yao
Multiple neural networks supporting a semantic task: An fMRI study using independent component analysis. NeuroImage 45 (4) (2009)
Qian Di, Tingting Wang, Li Yao, Xiao-jie Zhao
White Matter Fiber Tracts Based On Diffusion Tensor Imaging. ICNC (4) (2008)
Qiang Zhang, Hua Li, Yan Zhao, Xinlu Liu, Hua Shu, Li Yao, Xiao-jie Zhao
Exploration of Event-Evoked Oscillatory Activities during a Cognitive Task. ICNC (6) (2008)
Yaqin Xu, Kai Yin, Jiacai Zhang, Li Yao
A spatiotemporal approach to N170 detection with application to brain-computer interfaces. SMC (2008)
Zifan Cai, Qian Di, Kewei Chen, Eric M. Reiman, Liang Wang, Kuncheng Li, Jie Tang, Li Yao, Xiao-jie Zhao
Automated diagnosis and prediction of Alzheimer disease using magnetic resonance image. Medical Imaging: Computer-Aided Diagnosis (2007)
Xueyu Yang, Kewei Chen, Xiaojuan Guo, Li Yao
Validation of voxel-based morphometry (VBM) based on MRI. Medical Imaging: Image Processing (2007)
Xiaotong Wen, Kai Yin, Dongzhi Sun, Li Yao, Xiao-jie Zhao
Application of Time-varying Coherence to Coordinative Connectivity Based on Event Related EEG. ICNC (2) (2007)
Jiacai Zhang, Xiao-jie Zhao, Yijun Liu, Li Yao
Mining the Independent Source of ERP Components with ICA Decomposition. ISNN (2) (2006)
Kai Yin, Xiao-jie Zhao, Li Yao
Time Variant Causality Model Applied in Brain Connectivity Network Based on Event Related Potential. ICONIP (1) (2006)
Xiaotong Wen, Xiao-jie Zhao, Li Yao
Time-Frequency Analysis of EEG Based on Event Related Cognitive Task. ISNN (2) (2006)
Kewei Chen, Xiaolin Ge, Li Yao, Daniel Bandy, Gene E. Alexander, Anita Prouty, Christine Burns, Xiao-jie Zhao, Xiaotong Wen, Ronald Korn, Michael Lawson, Eric M. Reiman
An automated normative-based fluorodeoxyglucose positron emission tomography image-analysis procedure to aid Alzheimer disease diagnosis using statistical parametric mapping and interactive image display. Medical Imaging: Image Processing (2006)
Xia Wu, Zhi-ying Long, Li Yao, Kewei Chen
A new post-processing method of applying independent component analysis to fMRI data. Medical Imaging: Image Processing (2006)
Xiaotong Wen, Xiao-jie Zhao, Li Yao, Xia Wu
Applications of Granger Causality Model to Connectivity Network Based on fMRI Time Series. ICNC (1) (2006)
Xia Wu, Li Yao, Zhi-ying Long, Jie Lu, Kuncheng Li
Functional Connectivity in the Resting Brain: An Analysis Based on ICA. ICONIP (1) (2006)
Qingjie Yin, Qing Ye, Li Yao, Kewei Chen, Zhen Jin, Gang Liu, Xingchun Wu, Tingting Wang
Constructing and assessing brain templates from Chinese pediatric MRI data using SPM. Medical Imaging: Image Processing (2005)
Xiaotong Wen, Xiao-jie Zhao, Li Yao
Synchrony of Basic Neuronal Network Based on Event Related EEG. ISNN (3) (2005)
Xia Wu, Li Yao, Zhi-ying Long, Hui Wu
Improved Infomax algorithm of independent component analysis applied to fMRI data. Medical Imaging: Image Processing (2004)
Zhi-ying Long, Li Yao, Dan-ling Peng
Fast Non-linear Elastic Registration in 2D Medical Image. MICCAI (1) (2004)
Zhi-ying Long, Li Yao, Xiao-jie Zhao, Liu-qing Pei, Gui Xue, Qi Dong, Dan-ling Peng
Spatial Independent Component Analysis of Multitask-Related Activation in fMRI Data. ICANN (2003)
Li Yao, Jiamin Liu, Yonggui Xie, Liu-qing Pei
Medical image segmentation based on cellular neural network. Sci. China Ser. F Inf. Sci. 44 (1) (2001)