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Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
Authors:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Favorite  |  View/Download:6/0  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus–medial prefrontal cortex functional connectivity 期刊论文
The British Journal of Psychiatry, 2019, 期号: 2019, 页码: 1-8
Authors:  Liu Shu;  Li Ang;  Liu Yong;  Yan Hao;  Wang Meng;  Sun Yuqing;  Fan Lingzhong;  Song Ming;  Xu Kaibin;  Chen Jun;  Chen Yunchun;  Wang Huaning;  Guo Hua;  Wan Ping;  Lv Luxian;  Yang Yongfeng;  Li Peng;  Lu Lin;  Yan Jun;  Wang Huiling;  Zhang Hongxing;  Wu Huawang;  Ning Yuping;  Zhang Dai;  Jiang Tianzi;  Liu Bing
View  |  Adobe PDF(1844Kb)  |  Favorite  |  View/Download:40/13  |  Submit date:2019/06/18
Schizophrenia  Polygenic Risk Score  Hippocampus  Rey Matter Volume  Functional Connectivity  
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population 期刊论文
SCHIZOPHRENIA BULLETIN, 2019, 卷号: 45, 期号: 2, 页码: 436-449
Authors:  Liu, Shengfeng;  Wang, Haiying;  Song, Ming;  Lv, Luxian;  Cui, Yue;  Liu, Yong;  Fan, Lingzhong;  Zuo, Nianming;  Xu, Kaibin;  Du, Yuhui;  Yu, Qingbao;  Luo, Na;  Qi, Shile;  Yang, Jian;  Xie, Sangma;  Li, Jian;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Hao;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Calhoun, Vince D.;  Jiang, Tianzi;  Sui, Jing
View  |  Adobe PDF(1469Kb)  |  Favorite  |  View/Download:29/0  |  Submit date:2019/07/12
multimodal fusion  resting-state fMRI  schizophrenia  auditory hallucination  functional network connectivity (FNC)  structural MRI  diffusion MRI  MCCA plus jICA  
A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population 期刊论文
EBIOMEDICINE, 2018, 卷号: 37, 期号: 2018, 页码: 471-482
Authors:  Luo, Na;  Sui, Jing;  Chen, Jiayu;  Zhang, Fuquan;  Tian, Lin;  Lin, Dongdong;  Song, Ming;  Calhoun, Vince D.;  Cui, Yue;  Vergara, Victor M.;  Zheng, Fanfan;  Liu, Jingyu;  Yang, Zhenyi;  Zuo, Nianming;  Fan, Lingzhong;  Xu, Kaibin;  Liu, Shengfeng;  Li, Jian;  Xu, Yong;  Liu, Sha;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
View  |  Adobe PDF(3297Kb)  |  Favorite  |  View/Download:20/1  |  Submit date:2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
Aberrant TGF-beta activation in bone tendon insertion induces enthesopathy-like disease 期刊论文
JOURNAL OF CLINICAL INVESTIGATION, 2018, 卷号: 128, 期号: 2, 页码: 846-860
Authors:  Wang, Xiao;  Xie, Liang;  Crane, Janet;  Zhen, Gehua;  Li, Fengfeng;  Yang, Ping;  Gao, Manman;  Deng, Ruoxian;  Wang, Yiguo;  Jia, Xiaohua;  Fan, Cunyi;  Wan, Mei;  Cao, Xu
Favorite  |  View/Download:26/0  |  Submit date:2018/10/10
Modeling the Heterogeneous Duration of User Interest in Time-Dependent Recommendation: A Hidden Semi-Markov Approach 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 2, 页码: 177-194
Authors:  Zhang, Haidong;  Ni, Wancheng;  Li, Xin;  Yang, Yiping
Favorite  |  View/Download:46/0  |  Submit date:2018/10/10
Collaborative Filtering (Cf)  Hidden Semi-markov Model (Hsmm)  Recommender System  Time-dependent Recommendation  
A Joint Framework for Entity Discovery and Linking in Chinese Questions 会议论文
, 新加坡, 2017-12
Authors:  Ziqi Lin;  Wancheng Ni;  Haidong Zhang;  Yu Liu;  Yiping Yang
View  |  Adobe PDF(307Kb)  |  Favorite  |  View/Download:11/2  |  Submit date:2019/11/10
Entity Discovery  Entity Linking  Joint Method  Question Representation  Concept Knowledge Tree  
基于概念知识树的双宾短语分析 期刊论文
中文信息学报, 2017, 卷号: 31, 期号: 5, 页码: 21-31
Authors:  林子琦;  倪晚成;  赵美静;  杨一平
View  |  Adobe PDF(3885Kb)  |  Favorite  |  View/Download:9/3  |  Submit date:2019/11/10
双宾短语  概念知识树  语法分析  语义表达模型  
Distributed Functional Connectivity Impairment in Schizophrenia: A Multi-site Study 会议论文
ICBISP conference proceedings, 武汉, 2017-05-13
Authors:  Yang Y(杨勇);  Cui,Yue;  Xu,Kaibing;  Liu,Bing;  Song,Ming;  Chen,Jun;  Wang,Huiling;  Chen,Yunchun;  Guo,Hua;  Li,Peng;  Lu,Lin;  Lv,Luxian;  Wan,Ping;  Wang,Huaning;  Yan,Hao;  Yan,Jun;  Zhang,Hongxing;  Zhang,Dai;  Jiang,Tianzi
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Functional Mri  Schizophrenia  Multi-task Learning  Feature Selection  
A K-medoids Algorithm Based Method to Alleviate the Data Sparsity in Collaborative Filtering 会议论文
, 杭州, 2015-7
Authors:  Ziqi Lin;  Wancheng Ni;  Haidong Zhang;  Meijing Zhao;  Yiping Yang
View  |  Adobe PDF(608Kb)  |  Favorite  |  View/Download:14/3  |  Submit date:2019/11/10
Data Sparsity  K-medoids Algorithm  User-based Collaborative Filtering  Recommendation