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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
Authors:  荆日星
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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  
多中心精神分裂症的模式分类研究 学位论文
工学硕士, 北京: 中国科学院大学, 2018
Authors:  周奥军
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精神分裂症,深度神经网络,模型可解释性,多站点模型  
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  
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
Authors:  Osuch, E.;  Gao, S.;  Wammes, M.;  Theberge, J.;  Willimason, P.;  Neufeld, R. J.;  Du, Y.;  Sui, J.;  Calhoun, V.
Favorite  |  View/Download:21/0  |  Submit date:2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9
Authors:  Zhi, Dongmei;  Calhoun, Vince D.;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Fu, Zening;  Du, Yuhui;  Yang, Yongfeng;  Yang, Xiao;  Pan, Miao;  Qi, Shile;  Jiang, Rongtao;  Yu, Qingbao;  Sui, Jing
Favorite  |  View/Download:41/0  |  Submit date:2018/10/10
Major Depressive Disorder  Independent Component Analysis  Dynamic Functional Network Connectivity  Graph Theory  Resting-state Functional Magnetic Resonance Imaging  
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:153/53  |  Submit date:2017/06/06
Tourette Syndrome  Children  Functional Connectivity  Graph Theory  Topological Organization  Similarity Network Fusion  
The Gene Encoding Protocadherin 9 (PCDH9), a Novel Risk Factor for Major Depressive Disorder 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1128-1137
Authors:  Xiao, Xiao;  Zheng, Fanfan;  Chang, Hong;  Ma, Yina;  Yao, Yong-Gang;  Luo, Xiong-Jian;  Li, Ming
Favorite  |  View/Download:39/0  |  Submit date:2018/10/10
SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1078-1087
Authors:  Jiang, Rongtao;  Abbott, Christopher C.;  Jiang, Tianzi;  Du, Yuhui;  Espinoza, Randall;  Narr, Katherine L.;  Wade, Benjamin;  Yu, Qingbao;  Song, Ming;  Lin, Dongdong;  Chen, Jiayu;  Jones, Thomas;  Argyelan, Miklos;  Petrides, Georgios;  Sui, Jing;  Calhoun, Vince D.
View  |  Adobe PDF(3135Kb)  |  Favorite  |  View/Download:61/0  |  Submit date:2018/01/08
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MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder 期刊论文
BRAIN, 2018, 卷号: 141, 期号: 3, 页码: 916-926
Authors:  Qi, Shile;  Yang, Xiao;  Zhao, Liansheng;  Calhoun, Vince D.;  Perrone-Bizzozero, Nora;  Liu, Shengfeng;  Jiang, Rongtao;  Jiang, Tianzi;  Sui, Jing;  Ma, Xiaohong
View  |  Adobe PDF(1019Kb)  |  Favorite  |  View/Download:92/23  |  Submit date:2018/03/08
Major Depressive Disorder  Microrna132  Supervised Multimodal Fusion  Fronto-limbic Network  Unmedicated  
Altered corticostriatal pathway in first-episode paranoid schizophrenia: Resting-state functional and causal connectivity analyses 期刊论文
PSYCHIATRY RESEARCH-NEUROIMAGING, 2018, 卷号: 272, 页码: 38-45
Authors:  Huang, Huan;  Shu, Chang;  Chen, Jun;  Zou, Jilin;  Chen, Cheng;  Wu, Shihao;  Xiao, Ling;  Liu, Zhongchun;  Wang, Huiling;  Zhou, Yuan;  Wang, Gaohua;  Jiang, Tianzi
Favorite  |  View/Download:40/0  |  Submit date:2018/10/10