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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：177/0  |  提交时间：2019/12/16
depression  hyper-network  elasticnet  grouplasso  classification  
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：218/0  |  提交时间：2019/12/16
Alzheimer's disease  fMRI  minimum spanning tree  high-order functional connectivity network  feature selection  classification  
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：179/0  |  提交时间：2019/12/16