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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：395/63  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Continual learning of context-dependent processing in neural networks 期刊论文
nature machine intelligence, 2019, 期号: 1, 页码: 364–372
作者:  Ceng GX(曾冠雄);  Chen Y(陈阳);  Cui B(崔波);  Yu S(余山)
收藏  |  浏览/下载：195/0  |  提交时间：2019/10/10
Continual Learning，Context dependent Learning  
ASAF: altered spontaneous activity fingerprinting in Alzheimer's disease based on multisite fMRI 期刊论文
SCIENCE BULLETIN, 2019, 卷号: 64, 期号: 14, 页码: 998-1010
作者:  Li, Jiachen;  Jin, Dan;  Li, Ang;  Liu, Bing;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Xu, Kaibin;  Yang, Hongwei;  Yao, Hongxiang;  Zhou, Bo;  Bejanin, Alexandre;  Chetelat, Gael;  Han, Tong;  Lu, Jie;  Wang, Qing;  Yu, Chunshui;  Zhang, Xinqing;  Zhou, Yuying;  Zhang, Xi;  Jiang, Tianzi;  Liu, Yong;  Han, Ying
收藏  |  浏览/下载：298/0  |  提交时间：2019/12/16
Brain spontaneous activity  Multisite  Biomarkers  Leave-one-site-out cross-validation  Alzheimer's disease  
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：378/94  |  提交时间：2019/06/18
Schizophrenia  Polygenic Risk Score  Hippocampus  Rey Matter Volume  Functional Connectivity  
Reconstruction of dynamic networks with time-delayed interactions in the presence of fast-varying noises 期刊论文
PHYSICAL REVIEW E, 2019, 卷号: 99, 期号: 4, 页码: 8
作者:  Zhang, Zhaoyang;  Chen, Yang;  Mi, Yuanyuan;  Hu, Gang
收藏  |  浏览/下载：283/0  |  提交时间：2019/07/12
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：481/103  |  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：317/0  |  提交时间：2019/07/12
schizophrenia  major depressive disorder  bipolar disorder  magnetic resonance imaging  functional activity  
IDH mutation-specific radiomic signature in lower-grade gliomas 期刊论文
AGING-US, 2019, 卷号: 11, 期号: 2, 页码: 673-696
作者:  Liu, Xing;  Li, Yiming;  Li, Shaowu;  Fan, Xing;  Sun, Zhiyan;  Yang, Zhengyi;  Wang, Kai;  Zhang, Zhong;  Jiang, Tao;  Liu, Yong;  Wang, Lei;  Wang, Yinyan
收藏  |  浏览/下载：267/0  |  提交时间：2019/07/12
isocitrate dehydrogenase  lower grade gliomas  radiomic signature  transcriptome-radiomic analysis  prognostic signature  
Multimodal data revealed different neurobiological correlates of intelligence between males and females 期刊论文
BRAIN IMAGING AND BEHAVIOR, 2019, 卷号: 14, 期号: NA, 页码: 1-15
作者:  Jiang, Rongtao;  Calhoun, Vince D.;  Cui, Yue;  Qi, Shile;  Zhuo, Chuanjun;  Li, Jin;  Jung, Rex;  Yang, Jian;  Du, Yuhui;  Jiang, Tianzi;  Sui, Jing
浏览  |  Adobe PDF(3381Kb)  |  收藏  |  浏览/下载：248/76  |  提交时间：2020/06/13
Connectome-based predictive modeling  Gender difference  Individualized prediction  Intelligence quotient  Multimodal  
Dysfunctional Architecture Underlies White Matter Hyperintensities with and without Cognitive Impairment 期刊论文
JOURNAL OF ALZHEIMERS DISEASE, 2019, 卷号: 71, 期号: 2, 页码: 461-476
作者:  Zhu, Wenhao;  Huang, Hao;  Yang, Shiqi;  Luo, Xiang;  Zhu, Wenzhen;  Xu, Shabei;  Meng, Qi;  Zuo, Chengchao;  Zhao, Kun;  Liu, Hesheng;  Liu, Yong;  Wang, Wei
收藏  |  浏览/下载：270/0  |  提交时间：2019/12/16
Functional connectivity  mild cognitive impairment  resting-state functional MRI  support vector machine  white matter hyperintensities