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Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 页码: 14
作者:  Guo, Hao;  Qin, Mengna;  Chen, Junjie;  Xu, Yong;  Xiang, Jie
收藏  |  浏览/下载：219/0  |  提交时间：2019/12/16
Alzheimer Classification Using a Minimum Spanning Tree of High-Order Functional Network on fMRI Dataset 期刊论文
FRONTIERS IN NEUROSCIENCE, 2017, 卷号: 11, 页码: 18
作者:  Guo, Hao;  Liu, Lei;  Chen, Junjie;  Xu, Yong;  Jie, Xiang
收藏  |  浏览/下载：271/0  |  提交时间：2019/12/16
Alzheimer's disease  fMRI  minimum spanning tree  high-order functional connectivity network  feature selection  classification  
fMRI classification method with multiple feature fusion based on minimum spanning tree analysis 期刊论文
PSYCHIATRY RESEARCH-NEUROIMAGING, 2018, 卷号: 277, 页码: 14-27
作者:  Guo, Hao;  Yan, Pengpeng;  Cheng, Chen;  Li, Yao;  Chen, Junjie;  Xu, Yong;  Xiang, Jie
收藏  |  浏览/下载：326/0  |  提交时间：2019/12/16
Functional brain network  Minimum spanning tree  Classifier  Depression  Multiple feature fusion  
Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2018, 卷号: 12, 页码: 18
作者:  Guo, Hao;  Li, Yao;  Xu, Yong;  Jin, Yanyi;  Xiang, Jie;  Chen, Junjie
收藏  |  浏览/下载：227/0  |  提交时间：2019/12/16
depression  hyper-network  elasticnet  grouplasso  classification  
Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism 期刊论文
NEUROIMAGE, 2019, 卷号: 190, 页码: 191-204
作者:  Fu, Zening;  Tu, Yiheng;  Di, Xin;  Du, Yuhui;  Sui, Jing;  Biswal, Bharat B.;  Zhang, Zhiguo;  de lacy, N.;  Calhoun, V. D.
收藏  |  浏览/下载：351/0  |  提交时间：2019/07/12