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基于深度学习的单侧肢体不同关节运动想象解码研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  马学林
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脑-机接口，运动想象，单侧肢体，认知失联，深度学习  
Association between functional and structural connectivity of the corticostriatal network in people with schizophrenia and unaffected first-degree relatives 期刊论文
JOURNAL OF PSYCHIATRY & NEUROSCIENCE, 2020, 卷号: 45, 期号: 6, 页码: 395-405
Authors:  Li, Peng;  Jing, Ri-Xing;  Zhao, Rong-Jiang;  Shi, Le;  Sun, Hong-Qiang;  Ding, Zengbo;  Lin, Xiao;  Lu, Lin;  Fan, Yong
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Altered large-scale functional brain networks in neurological Wilson's disease 期刊论文
BRAIN IMAGING AND BEHAVIOR, 2020, 卷号: 14, 期号: 5, 页码: 1445-1455
Authors:  Jing, Rixing;  Han, Yongsheng;  Cheng, Hewei;  Han, Yongzhu;  Wang, Kai;  Weintraub, Daniel;  Fan, Yong
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Wilson's disease  Large-scale functional brain networks  Functional magnetic resonance images  Machine learning  Biomarkers  
重度抑郁症及其无抽搐电休克治疗的大脑结构和功能研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  汪胜佩
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磁共振成像，重度抑郁症，无抽搐电休克治疗，大脑结构和功能可塑性， 多层图论关键词  
Spatial-Temporal Dependency Modeling and Network Hub Detection for Functional MRI Analysis via Convolutional-Recurrent Network 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 8, 页码: 2241-2252
Authors:  Wang, Mingliang;  Lian, Chunfeng;  Yao, Dongren;  Zhang, Daoqiang;  Liu, Mingxia;  Shen, Dinggang
Favorite  |  View/Download：11/0  |  Submit date：2020/08/24
Spatial-temporal dependency  neural network  Alzheimer's disease  hub detection  resting-state functional MRI  
基于多中心功能磁共振影像的精神分裂症脑连接研究 学位论文
工学硕士, 北京: 中国科学院大学, 2020
Authors:  徐凯彬
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精神分裂症  功能磁共振  功能连接  分类  批处理  
脑白质高信号人群脑血流异常研究及ASL分析系统构建 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  任家骥
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轻度认知障碍  白质高信号  动脉质子自旋标记成像  脑血流量  ASL图像处理工具  
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 页码: 10
Authors:  Zhao, Jianlong;  Huang, Jinjie;  Zhi, Dongmei;  Yan, Weizheng;  Ma, Xiaohong;  Yang, Xiao;  Li, Xianbin;  Ke, Qing;  Jiang, Tianzi;  Calhoun, Vince D.;  Sui, Jing
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Resting-state fMRI  Generative adversarial networks (GAN)  Deep learning  Classification  Major depressive disorders  Schizophrenia  
Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder 期刊论文
MOLECULAR NEUROBIOLOGY, 2020, 期号: 57, 页码: 4031-4044
Authors:  Wang, Shengpei;  Wen, Hongwei;  Hu, Xiaopeng;  Xie, Peng;  Qiu, Shuang;  Qian, Yinfeng;  Qiu, Jiang;  He, Huiguang
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Resting-state fMRI  Major depressive disorder (MDD)  Hidden Markov model (HMM)  Brain network dynamic  Transition probability  
A common variant in OXTR rs53576 impacts topological patterns of brain functional networks 期刊论文
EUROPEAN CHILD & ADOLESCENT PSYCHIATRY, 2020, 卷号: 29, 期号: 7, 页码: 993-1002
Authors:  Wang, Junping;  Zhang, Yan;  Zhu, Dan;  Yang, Zonghe;  Liu, Feng;  Qin, Wen;  Zhu, Jiajia;  Liu, Bing;  Jiang, Tianzi;  Yu, Chunshui
Favorite  |  View/Download：14/0  |  Submit date：2020/08/21
Oxytocin receptor gene  Resting-state functional magnetic resonance imaging  Small-world network  Graphtheoretical analysis