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基于磁共振成像的个体化脑功能和行为预测研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  吴东亚
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脑结构连接  脑功能  人类行为  个体化预测  磁共振成像  
脑电情绪识别中跨被试迁移学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  李劲鹏
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脑-机接口,情绪识别,深度学习,迁移学习,领域自适应,对抗训练  
Reconstruction of behavior-relevant individual brain activity: an individualized fMRI study 期刊论文
SCIENCE CHINA Life Sciences, 2019, 期号: 暂无, 页码: 暂无
Authors:  Wu DY(吴东亚)
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Individual Difference, Brain Function, Behavior, Prediction, Fmri  
Prognostication of chronic disorders of consciousness using brain functional networks and clinical characteristics 期刊论文
eLife, 2018, 卷号: 2018, 期号: 7, 页码: e36173
Authors:  Song Ming;  Yi Yang;  Jianghong He;  Zhengyi Yang;  Shan Yu;  Qiuyou Xie;  Xiaoyu Xia;  Yuanyuan Dang;  Qiang Zhang;  Xinhuai Wu;  Yue Cui;  Bing Hou;  Ronghao Yu;  Ruxiang Xu;  Tianzi Jiang
View  |  Adobe PDF(7400Kb)  |  Favorite  |  View/Download:83/16  |  Submit date:2018/10/11
Disorders Of Consciousness  Prognosis  Resting State Fmri  Functional Connectivity  Brain Network  
Brain Network Studies in Chronic Disorders of Consciousness: Advances and Perspectives 期刊论文
NEUROSCIENCE BULLETIN, 2018, 卷号: 34, 期号: 4, 页码: 592-604
Authors:  Song, Ming;  Zhang, Yujin;  Cui, Yue;  Yang, Yi;  Jiang, Tianzi
View  |  Adobe PDF(688Kb)  |  Favorite  |  View/Download:62/12  |  Submit date:2018/10/10
Disorders Of Consciousness  Neuroimaging  Brain Network  Brainnetome  
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children 期刊论文
MOLECULAR NEUROBIOLOGY, 2018, 卷号: 55, 期号: 4, 页码: 3251-3269
Authors:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Chen, Zhiqiang;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
View  |  Adobe PDF(6672Kb)  |  Favorite  |  View/Download:161/57  |  Submit date:2017/06/06
Tourette Syndrome  Children  Functional Connectivity  Graph Theory  Topological Organization  Similarity Network Fusion  
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
Authors:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
View  |  Adobe PDF(3843Kb)  |  Favorite  |  View/Download:79/42  |  Submit date:2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
有监督的多模态数据融合方法及其在脑疾病影像学标记检测中的应用 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  戚世乐
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有监督的多模态融合  精神分裂症  抑郁症  认知损伤  Microrna132  
Weak Higher-Order Interactions in Macroscopic Functional Networks of the Resting Brain 期刊论文
JOURNAL OF NEUROSCIENCE, 2017, 卷号: 37, 期号: 43, 页码: 10481-10497
Authors:  Huang, Xuhui;  Xu, Kaibin;  Chu, Congying;  Jiang, Tianzi;  Yu, Shan
View  |  Adobe PDF(1071Kb)  |  Favorite  |  View/Download:111/11  |  Submit date:2017/10/09
Default Mode Network  Frontoparietal Network  Functional Connectivity  Pairwise Correlation  Resting-state Fmri  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
Authors:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
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Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction