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多变量分析方法在静息态功能磁共振影像中的研究与应用 学位论文
, 北京: 中国科学院大学, 2018
作者:  荆日星
Adobe PDF(19557Kb)  |  收藏  |  浏览/下载：398/6  |  提交时间：2018/12/14
静息态功能磁共振影像  多变量分析方法  脑功能网络  前向选择算法  精神分裂症  精神分裂症一级亲属  威尔逊氏病  生物标记  
Connectome-based individualized prediction of temperament trait scores 期刊论文
NEUROIMAGE, 2018, 卷号: 183, 期号: NA, 页码: 366-374
作者:  Jiang, Rongtao;  Calhoun, Vince D.;  Zuo, Nianming;  Lin, Dongdong;  Li, Jin;  Fan, Lingzhong;  Qi, Shile;  Sun, Hailun;  Fu, Zening;  Song, Ming;  Jiang, Tianzi;  Sui, Jing
浏览  |  Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：496/94  |  提交时间：2019/01/08
Individualized prediction  Temperament traits  Functional connectivity  Reward processing  Temperament and character inventory (TCI)  
Functional Connectivity of Anterior Insula Predicts Recovery of Patients With Disorders of Consciousness 期刊论文
FRONTIERS IN NEUROLOGY, 2018, 卷号: 9, 页码: 10
作者:  Zhang, Li;  Luo, Lunjie;  Zhou, Zhen;  Xu, Kaibin;  Zhang, Lijuan;  Liu, Xiaoyan;  Tan, Xufei;  Zhang, Jie;  Ye, Xiangming;  Gao, Jian;  Luo, Benyan
收藏  |  浏览/下载：253/0  |  提交时间：2019/07/12
insula  disorders of consciousness  resting-state functional magnetic resonance imaging  functional connectivity  inferior parietal lobule  
Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients 期刊论文
ACTA PSYCHIATRICA SCANDINAVICA, 2018, 卷号: 138, 期号: 5, 页码: 472-482
作者:  Osuch, E.;  Gao, S.;  Wammes, M.;  Theberge, J.;  Willimason, P.;  Neufeld, R. J.;  Du, Y.;  Sui, J.;  Calhoun, V.
浏览  |  Adobe PDF(1446Kb)  |  收藏  |  浏览/下载：459/54  |  提交时间：2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
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
作者:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
浏览  |  Adobe PDF(1954Kb)  |  收藏  |  浏览/下载：308/58  |  提交时间：2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
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
作者:  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
浏览  |  Adobe PDF(7400Kb)  |  收藏  |  浏览/下载：451/79  |  提交时间：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
作者:  Song, Ming;  Zhang, Yujin;  Cui, Yue;  Yang, Yi;  Jiang, Tianzi
浏览  |  Adobe PDF(688Kb)  |  收藏  |  浏览/下载：376/80  |  提交时间：2018/10/10
Disorders Of Consciousness  Neuroimaging  Brain Network  Brainnetome  
Brain-Inspired Motion Learning in Recurrent Neural Network With Emotion Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2018, 卷号: 10, 期号: 4, 页码: 1153 - 1164
作者:  Huang, Xiao;  Wu, Wei;  Qiao, Hong;  Ji, Yidao
浏览  |  Adobe PDF(2073Kb)  |  收藏  |  浏览/下载：205/67  |  提交时间：2020/06/09
Brain-inspired model  emotion  motion learning  recurrent neural network  
An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 302, 期号: 1, 页码: 75-81
作者:  Yao, Dongren;  Calhoun, Vince D.;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Adobe PDF(1034Kb)  |  收藏  |  浏览/下载：291/45  |  提交时间：2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
Prefrontal dysconnectivity links to working memory deficit in first-episode schizophrenia 期刊论文
BRAIN IMAGING AND BEHAVIOR, 2018, 卷号: 12, 期号: 2, 页码: 335-344
作者:  Fang, Xiaojing;  Wang, Yulin;  Cheng, Luqi;  Zhang, Yuanchao;  Zhou, Yuan;  Wu, Shihao;  Huang, Huan;  Zou, Jilin;  Chen, Cheng;  Chen, Jun;  Wang, Huiling;  Jiang, Tianzi
收藏  |  浏览/下载：287/0  |  提交时间：2018/01/11
Resting-state Fmri  Effective Connectivity  Schizophrenia  Spectral Dynamic Causal Modeling  Working Memory Deficit