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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:8/0  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
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:35/2  |  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:27/2  |  Submit date:2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
Core networks and their reconfiguration patterns across cognitive loads 期刊论文
HUMAN BRAIN MAPPING, 2018, 卷号: 39, 期号: 9, 页码: 3546-3557
Authors:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
View  |  Adobe PDF(1205Kb)  |  Favorite  |  View/Download:56/0  |  Submit date:2018/10/10
Brain Network  Functional Connectivity  Functional Mri  Network Reconfiguration  Working Memory  
Both activated and less-activated regions identified by functional MRI reconfigure to support task executions 期刊论文
BRAIN AND BEHAVIOR, 2018, 卷号: 8, 期号: 1, 页码: e00893
Authors:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
View  |  Adobe PDF(1573Kb)  |  Favorite  |  View/Download:60/13  |  Submit date:2018/01/12
Activation  Brain Network  Functional Connectivity  Functional Magnetic Resonance Imaging  Network Reconfiguration  
异质虹膜识别方法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  刘年丰
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虹膜识别  异质虹膜识别  深度学习  
DeepIris: Learning pairwise filter bank for heterogeneous iris verification 期刊论文
PATTERN RECOGNITION LETTERS, 2016, 卷号: 82, 期号: 2, 页码: 154-161
Authors:  Liu, Nianfeng;  Zhang, Man;  Li, Haiqing;  Sun, Zhenan;  Tan, Tieniu
View  |  Adobe PDF(4188Kb)  |  Favorite  |  View/Download:232/116  |  Submit date:2017/02/22
Biometrics  Iris Verification  Convolutional Neural Networks  Deep Learning  Iris Recognition  
Online energy management of PV-assisted charging station under time-of-use pricing 期刊论文
ELECTRIC POWER SYSTEMS RESEARCH, 2016, 卷号: 137, 页码: 76-85
Authors:  Liu, Nian;  Zou, Fuqiang;  Wang, Lingfeng;  Wang, Cheng;  Chen, Zhineng;  Chen, Qifang
Adobe PDF(2723Kb)  |  Favorite  |  View/Download:125/44  |  Submit date:2016/10/20
Electric Vehicle  Online Decision-making  Charging Station  Photovoltaic System  Energy Management  
Accurate Iris Segmentation in Non-cooperative Environments Using Fully Convolutional Networks 会议论文
Proc. International Conference on Biometrics, Halmstad, Sweden, 2016
Authors:  Nianfeng Liu;  Haiqing Li;  Man Zhang;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(1653Kb)  |  Favorite  |  View/Download:250/151  |  Submit date:2017/02/25
Hyper-coupling between working memory task-evoked activations and amplitude of spontaneous fluctuations in first-episode schizophrenia 期刊论文
SCHIZOPHRENIA RESEARCH, 2014, 卷号: 159, 期号: 1, 页码: 80-89
Authors:  Zhou, Yuan;  Wang, Zheng;  Zuo, Xi-Nian;  Zhang, Huiran;  Wang, Yun;  Jiang, Tianzi;  Liu, Zhening
Favorite  |  View/Download:69/0  |  Submit date:2015/08/12
First-episode Schizophrenia  Amplitude Of Low-frequency Fluctuation  Working Memory  Task-evoked Activity  Prefrontal Cortex  Brain-behavior Association