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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
作者:  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
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：366/63  |  提交时间：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
作者:  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
浏览  |  Adobe PDF(1844Kb)  |  收藏  |  浏览/下载：354/90  |  提交时间：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
作者:  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
浏览  |  Adobe PDF(1469Kb)  |  收藏  |  浏览/下载：447/103  |  提交时间：2019/07/12
multimodal fusion  resting-state fMRI  schizophrenia  auditory hallucination  functional network connectivity (FNC)  structural MRI  diffusion MRI  MCCA plus jICA  
Common and Specific Functional Activity Features in Schizophrenia, Major Depressive Disorder, and Bipolar Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2019, 卷号: 10, 页码: 10
作者:  Yang, Yongfeng;  Liu, Shu;  Jiang, Xiaoyan;  Yu, Hongyan;  Ding, Shuang;  Lu, Yanli;  Li, Wenqiang;  Zhang, Hongxing;  Liu, Bing;  Cui, Yue;  Fan, Lingzhong;  Jiang, Tianzi;  Lv, Luxian
收藏  |  浏览/下载：290/0  |  提交时间：2019/07/12
schizophrenia  major depressive disorder  bipolar disorder  magnetic resonance imaging  functional activity