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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  
MIR137 polygenic risk is associated with schizophrenia and affects functional connectivity of the dorsolateral prefrontal cortex 期刊论文
Psychological Medicine, 2019, 期号: 无, 页码: 无
Authors:  Liu Shu;  Li Ang;  Liu Yong;  Li Jin;  Wang Meng;  Sun Yuqing;  Qin Wen;  Yu Chunshui;  Jiang Tianzi;  Liu Bing
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Dorsolateral Prefrontal Cortex  Functional Connectivity  Microrna-137  Polygenic Risk Score  Schizophrenia  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
Authors:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
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classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Identifying dynamic functional connectivity biomarkers using GIG‐ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder 会议论文
, Canada, 2017-3-10
Authors:  Yuhui Du;  Godfrey D. Pearlson;  Dongdong Lin;  Sui Jing(隋婧);  Jiayu Chen;  Mustafa Salman;  Carol A. Tamminga;  Elena I. Ivleva;  John A. Sweeney;  Matcheri S. Keshavan;  Brett A. Clementz;  Juan Bustillo;  Vince D. Calhoun
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Bipolar Disorder  Dynamic Functional Connectivity  Functional Magnetic Resonance Imaging  Independent Component Analysis  Schizoaffective Disorder  Schizophrenia  
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  
The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture 期刊论文
CEREBRAL CORTEX, 2016, 卷号: 26, 期号: 8, 页码: 3508-3526
Authors:  Fan, Lingzhong;  Li, Hai;  Zhuo, Junjie;  Zhang, Yu;  Wang, Jiaojian;  Chen, Liangfu;  Yang, Zhengyi;  Chu, Congying;  Xie, Sangma;  Laird, Angela R.;  Fox, Peter T.;  Eickhoff, Simon B.;  Yu, Chunshui;  Jiang, Tianzi
Adobe PDF(2009Kb)  |  Favorite  |  View/Download:219/90  |  Submit date:2016/12/26
Brain Atlas  Connectivity-based Parcellation  Diffusion Tensor Imaging  Functional Characterization  Resting-state Functional Connectivity  
Multimodal fusion of brain imaging data: A key to finding the missing link (s) in complex mental illness 期刊论文
Biol Psychiatry Cogn Neurosci Neuroimaging., 2016, 卷号: 3, 期号: 1, 页码: 230-244
Authors:  Vince D Calhoun;  Sui Jing(隋婧)
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Data Fusion  Psychosis  Connectivity  Brain Function  Schizophrenia  Independent Component Analysis  
Connectivity Profiles Reveal a Transition Subarea in the Parahippocampal Region That Integrates the Anterior Temporal-Posterior Medial Systems 期刊论文
JOURNAL OF NEUROSCIENCE, 2016, 卷号: 36, 期号: 9, 页码: 2782-2795
Authors:  Zhuo, Junjie;  Fan, Lingzhong;  Liu, Yong;  Zhang, Yuanchao;  Yu, Chunshui;  Jiang, Tianzi;  Jiang Tianzi
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Brain Connectivity  Parahippocampal Region  
Multimodal classification of schizophrenia patients with MEG and fMRI data using static and dynamic connectivity measures 期刊论文
Frontiers in Neuroscience, 2016, 卷号: 10, 期号: 2016, 页码: 466
Authors:  Mustafa S.Cetin;  JonM.Houck;  BarnalyRashid;  OktayAgacoglu;  Julia M.Stephen;  Sui Jing(隋婧);  Jose Canive;  AndyMayer;  CherylAine;  Juan R.Bustillo;  VinceD.Calhoun
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Connectivity  Fmri  Meg  Schizophrenia  Static And Dynamic Functional Connectivity  Classification  
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