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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  
基于渐进式关系学习的群体行为识别模型及其训练方法 专利
专利类型: 发明专利, 专利号: 201910798505.X, 申请日期: 2019-08-27,
发明人:  胡古月;  余山;  崔波;  何媛
Adobe PDF(1041Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2021/05/29
Hyperconnectivity in perisylvian language pathways in schizophrenia with auditory verbal hallucinations: A multi-site diffusion MRI study 期刊论文
SCHIZOPHRENIA RESEARCH, 2019, 卷号: 210, 页码: 262-269
作者:  Xie, Sangma;  Liu, Bing;  Wang, Jiaojian;  Zhou, Yuan;  Cui, Yue;  Song, Ming;  Chen, Yunchun;  Li, Peng;  Lui, Lin;  Lv, Luxian;  Wang, Huaning;  Yan, Hao;  Yan, Jun;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
收藏  |  浏览/下载：289/0  |  提交时间：2019/12/16
Schizophrenia  Auditory verbal hallucination  Perisylvian language pathways  Diffusion tensor imaging  Hyperconnectivity  Multi-site  
Reliable heritability estimation using sparse regularization in ultrahigh dimensional genome-wide association studies 期刊论文
BMC Bioinformatics, 2019, 卷号: 20, 期号: 1
作者:  Li,Xin;  Wu,Dongya;  Cui,Yue;  Liu,Bing;  Walter,Henrik;  Schumann,Gunter;  Li,Chong;  Jiang,Tianzi
收藏  |  浏览/下载：228/0  |  提交时间：2019/07/11
Heritability  Reliable estimation  Sparse regularization  Standard error  Simulation  
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：448/103  |  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  
Identification and Classification of Maize Drought Stress Using Deep Convolutional Neural Network 期刊论文
SYMMETRY-BASEL, 2019, 卷号: 11, 期号: 2, 页码: 14
作者:  An, Jiangyong;  Li, Wanyi;  Li, Maosong;  Cui, Sanrong;  Yue, Huanran
收藏  |  浏览/下载：242/0  |  提交时间：2019/07/12
drought identification  drought classification  phenotype  drought stress  maize  deep convolutional neural network  traditional machine learning  
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：231/73  |  提交时间：2020/06/13
Connectome-based predictive modeling  Gender difference  Individualized prediction  Intelligence quotient  Multimodal  
Cortical thinning and flattening in schizophrenia and their unaffected parents 期刊论文
NEUROPSYCHIATRIC DISEASE AND TREATMENT, 2019, 卷号: 15, 页码: 935-946
作者:  Yan, Jing;  Cui, Yue;  Li, Qianqian;  Tian, Lin;  Liu, Bing;  Jiang, Tianzi;  Zhang, Dai;  Yan, Hao
收藏  |  浏览/下载：229/0  |  提交时间：2019/07/12
schizophrenia  first-degree relatives  cortical thickness  sulcus depth  insula  speed of processing  
Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention 会议论文
, Shanghai, China, July 8-12, 2019
作者:  Guyue Hu;  Bo Cui;  Shan Yu
Adobe PDF(271Kb)  |  收藏  |  浏览/下载：226/39  |  提交时间：2019/04/08
Action recognition  frequency attention  synchronous local and non-local learning  soft-margin focal loss