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Co-altered functional networks and brain structure in unmedicated patients with bipolar and major depressive disorders 期刊论文
BRAIN STRUCTURE & FUNCTION, 2017, 卷号: 222, 期号: 9, 页码: 4051-4064
Authors:  He, Hao;  Sui, Jing;  Du, Yuhui;  Yu, Qingbao;  Lin, Dongdong;  Drevets, Wayne C.;  Savitz, Jonathan B.;  Yang, Jian;  Victor, Teresa A.;  Calhoun, Vince D.;  Sui Jing(隋婧);  Vince D. Calhoun
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Bipolar Disorders  Major Depressive Disorder  Functional Network Connectivity  Gray Matter Density  Multimodal Fusion  Mcca Plus Jica  
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  
基于生物视觉系统的类脑神经网络研究 学位论文
, 北京: 中国科学院研究生院, 2016
Authors:  韩久琦
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类脑神经网络  生物视觉系统  有效编码  结构稀疏自动编码机  大脑可塑性和自适应性  人工智能  
Discriminating Bipolar Disorder from Major Depression using 期刊论文
Journal of Signal Processing Systems, 2016, 期号: 2016, 页码: 1-13
Authors:  Nanfeng Jie;  Elizabeth A. Osuch;  Maohu Zhu;  Michael Wammes;  Xiaoying Ma;  Tianzi Jiang;  Sui Jing(隋婧);  Vince D. Calhoun
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Feature Selection Svm-foba Bipolar Disorder Major Depression Disorder Functional Connectivity  
Identifying intrinsic connectivity network pattern during propofol-induced loss of consciousness: a multivariate analysis 会议论文
ICBISP conference proceedings, 北京, 2015-11-19
Authors:  Li, Huandong;  Liu, Xiaoyuan;  Jie, Nanfeng;  Zhu, Maohu;  Jiang, Tianzi
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Propofol  Functional Mri  Svm-foba  Feature Selection  Consciousness  
多元特征选择技术在精神疾病辅助诊断中的应用 学位论文
, 北京: 中国科学院研究生院, 2015
Authors:  揭南丰
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计算机辅助诊断  特征选择  多体素模式识别  模型理解  支持向量机多模态融合  多站点  功能连接  抑郁症  躁郁症  精神分裂症  
丙泊酚中枢作用机制的功能磁共振影像研究 学位论文
, 北京: 中国科学院大学, 2015
Authors:  李欢冬
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丙泊酚  麻醉  功能磁共振  功能连接  功能整合  脑岛  默认网络  特征选择  多体素模式识别  支持向量机  
Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data 期刊论文
IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, 2015, 卷号: 7, 期号: 4, 页码: 320-331
Authors:  Jie, Nan-Feng;  Zhu, Mao-Hu;  Ma, Xiao-Ying;  Osuch, Elizabeth A.;  Wammes, Michael;  Theberge, Jean;  Li, Huan-Dong;  Zhang, Yu;  Jiang, Tian-Zi;  Sui, Jing;  Calhoun, Vince D.
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Bipolar Disorder  Classification  Feature Selection  Major Depression  Multimodal Fusion  
l0-norm based structural sparse least square regression for feature selection 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 12, 页码: 3927 - 3940
Authors:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
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Structural Sparse Learning  L0-norm  Least Square Regression  Feature Selection  Adaptive Greedy Algorithm  
Discriminating Bipolar Disorder from Major Depression Using Whole-Brain Functional Connectivity: A Feature Selection Analysis with Svm-Foba Algorithm 会议论文
, Boston, MA, USA, 2015/9/17-20
Authors:  Nanfeng Jie;  Elizabeth A Osuch;  Maohu Xiao;  Xiaoying Ma;  Michael Wammes;  Tianzi Jiang;  Sui Jing(隋婧);  Vince D Calhoun
Favorite  |  View/Download:43/0  |  Submit date:2018/03/09
Feature Selection  Svm-foba  Bipolar Disorder  Major Depression Disorder  Functional Connectivity