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ScaleNet_ a convolutional network to extract multi-scale and fine-grained visual features 期刊论文
IEEE Access, 2019, 期号: 7, 页码: 147560-147570
作者:  Zhang Jinpeng;  Zhang Jinming;  Hu Guyue;  Cheng Yang;  Yu Shan
浏览  |  Adobe PDF(1764Kb)  |  收藏  |  浏览/下载：339/97  |  提交时间：2019/12/31
Image Classification  Convolutional Neural Networks  Resnet  Deconvolution  
Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia 期刊论文
NEUROIMAGE-CLINICAL, 2019, 卷号: 23, 期号: 2019, 页码: 9
作者:  Luo, Na;  Tian, Lin;  Calhoun, Vince D.;  Chen, Jiayu;  Lin, Dongdong;  Vergara, Victor M.;  Rao, Shuquan;  Yang, Jian;  Zhuo, Chuanjun;  Xu, Yong;  Turner, Jessica A.;  Zhang, Fuquan;  Sui, Jing
浏览  |  Adobe PDF(2305Kb)  |  收藏  |  浏览/下载：484/128  |  提交时间：2019/12/16
Multimodal fusion  SNP-FC-GM  Schizophrenia stages  Sensitivity  Duration of illness  ICA  
Short-term synaptic plasticity expands the operational range of long-term synaptic changes in neural networks 期刊论文
NEURAL NETWORKS, 2019, 卷号: 118, 页码: 140-147
作者:  Zeng, Guanxiong;  Huang, Xuhui;  Jiang, Tianzi;  Yu, Shan
收藏  |  浏览/下载：364/0  |  提交时间：2019/12/16
Reservoir computing  Sequence learning and retrieval  Short-term depression  Synaptic heterogeneity  Self-organized criticality  Optimal information processing  
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：402/66  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Pairwise Interactions among Brain Regions Organize Large-Scale Functional Connectivity during Execution of Various Tasks 期刊论文
NEUROSCIENCE, 2019, 卷号: 412, 页码: 190-206
作者:  Niu, Weikun;  Huang, Xuhui;  Xu, Kaibin;  Jiang, Tianzi;  Yu, Shan
Adobe PDF(7177Kb)  |  收藏  |  浏览/下载：386/68  |  提交时间：2019/12/16
task state fMRI  pairwise correlation  functional network  neural network model  
Cognitive Decline Before and After Incident Coronary Events 期刊论文
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2019, 卷号: 73, 期号: 24, 页码: 3041-3050
作者:  Xie, Wuxiang;  Zheng, Fanfan;  Yan, Li;  Zhong, Baoliang
收藏  |  浏览/下载：263/0  |  提交时间：2019/09/30
cognitive decline  coronary heart disease  English Longitudinal Study of Ageing  linear mixed model  
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：489/104  |  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  
Activation-based association profiles differentiate network roles across cognitive loads 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 9, 页码: 2800-2812
作者:  Zuo, Nianming;  Salami, Alireza;  Yang, Yihong;  Yang, Zhengyi;  Sui, Jing;  Jian, Tianzi
浏览  |  Adobe PDF(2320Kb)  |  收藏  |  浏览/下载：460/101  |  提交时间：2019/07/12
association  cognitive performance  functional activation  functional magnetic resonance imaging (fMRI)  working memory  
Schizophrenia-related abnormalities in the triple network: A meta-analysis of working memory studies 期刊论文
Brain Imaging and Behavior, 2019, 卷号: 14, 期号: 暂无, 页码: 暂无
作者:  Wu DY(吴东亚)
Adobe PDF(538Kb)  |  收藏  |  浏览/下载：195/0  |  提交时间：2019/06/19
Schizophrenia, Meta-analysis, Neuroimaging, Working Memory  
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：388/95  |  提交时间：2019/06/18
Schizophrenia  Polygenic Risk Score  Hippocampus  Rey Matter Volume  Functional Connectivity