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FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
收藏  |  浏览/下载：73/0  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
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
作者:  Jing, Rixing;  Han, Yongsheng;  Cheng, Hewei;  Han, Yongzhu;  Wang, Kai;  Weintraub, Daniel;  Fan, Yong
收藏  |  浏览/下载：214/0  |  提交时间：2021/01/07
Wilson's disease  Large-scale functional brain networks  Functional magnetic resonance images  Machine learning  Biomarkers  
Altered brain functional network in children with type 1 Gaucher disease: a longitudinal graph theory-based study 期刊论文
NEURORADIOLOGY, 2019, 卷号: 61, 期号: 1, 页码: 63-70
作者:  Zhang, Miao;  Wang, Shengpei;  Hu, Di;  Kang, Huiying;  Ouyang, Minhui;  Zhang, Yonghong;  Rao, Bo;  Huang, Hao;  Peng, Yun
收藏  |  浏览/下载：221/0  |  提交时间：2019/07/12
Gaucher disease  Children  Resting-state functional MRI  Brain functional networks  Graph theory  
Identifying Dynamic Functional Connectivity Biomarkers Using GIG-ICA: Application to Schizophrenia, Schizoaffective Disorder, and Psychotic Bipolar Disorder 期刊论文
Human Brain Mapping, 2017, 卷号: 38, 期号: 5, 页码: 2683-2708
作者:  Du, Yuhui;  Pearlson, Godfrey D.;  Lin, Dongdong Sui, Jing(隋婧);  Chen, Jiayu;  Salman, Mustafa;  Tamminga, Carol A.;  Ivleva, Elena I.;  Sweeney, John A.;  Keshavan, Matcheri S.
收藏  |  浏览/下载：233/0  |  提交时间：2018/03/09
Functional Magnetic Resonance Imaging  Dynamic Functional Connectivity  Independent Component Analysis  Schizophrenia  Schizoaffective Disorder  Bipolar Disorder  Default Mode Network  Phenotypes B-snip  Time-varying Connectivity  Global Signal Regression  State Brain Networks  Resting-state  Frontal-lobe  Fmri  Dsm-5  Anticorrelations  
Identifying functional network changing patterns in individuals at clinical high-risk for psychosis and patients with early illness schizophrenia: A group ICA study 期刊论文
NEUROIMAGE-CLINICAL, 2018, 卷号: 17, 期号: 1, 页码: 335-346
作者:  Du, Yuhui;  Fryer, Susanna L.;  Lin, Dongdong;  Sui, Jing;  Yu, Qingbao;  Chen, Jiayu;  Stuart, Barbara;  Loewy, Rachel L.;  Calhoun, Vince D.;  Mathalon, Daniel H.
收藏  |  浏览/下载：222/0  |  提交时间：2018/03/09
Schizophrenia  Psychosis-risk Syndrome  Resting-state  Functional Magnetic Resonance Imaging  Brain Intrinsic Functional Networks  Independent Component Analysis  
Artifact Removal in the Context of group ICA: A comparison of single-subject and group approaches. 会议论文
, USA, 2015-12-21
作者:  Yuhui Du;  Elena A. Allen;  Hao He;  Sui Jing(隋婧);  Lei Wu;  Vince D. Calhoun
浏览  |  Adobe PDF(1805Kb)  |  收藏  |  浏览/下载：309/54  |  提交时间：2018/01/08
Brain Functional Networks  Independent Component Analysis (Ica)  Artifacts Removal  
Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data 期刊论文
FRONTIERS IN NEUROSCIENCE, 2017, 卷号: 11, 期号: 2017-5-19, 页码: 267
作者:  Du, Yuhui;  Lin, Dongdong;  Yu, Qingbao;  Sui, Jing;  Chen, Jiayu;  Rachakonda, Srinivas;  Adali, Tulay;  Calhoun, Vince D.;  Yuhui Du
浏览  |  Adobe PDF(10014Kb)  |  收藏  |  浏览/下载：291/61  |  提交时间：2018/01/08
Functional Magnetic Resonance Imaging (Fmri)  Brain Functional Networks  Independent Component Analysis (Ica)  Group Information Guided Ica (gig-Ica)  Independent Vector Analysis (Iva)  
Resting-state functional network connectivity in prefrontal regions differs between unmedicated patients with bipolar and major depressive disorders 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2016, 卷号: 190, 页码: 483-493
作者:  He, Hao;  Yu, Qingbao;  Du, Yuhui;  Vergara, Victor;  Victor, Teresa A.;  Drevets, Wayne C.;  Savitz, Jonathan B.;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
收藏  |  浏览/下载：202/0  |  提交时间：2016/03/19
Bipolar Disorders (Bd)  Major Depressive Disorder (Mdd)  Functional Network Connectivity (Fnc)  Graph Theory  Resting-state Fmri  Brain Networks  
A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders 期刊论文
NEUROIMAGE, 2015, 卷号: 122, 页码: 272-280
作者:  Du, Yuhui;  Pearlson, Godfrey D.;  Liu, Jingyu;  Sui, Jing;  Yu, Qingbao;  He, Hao;  Castro, Eduardo;  Calhoun, Vince D.
收藏  |  浏览/下载：225/0  |  提交时间：2016/01/18
Schizophrenia  Bipolar Disorder  Schizoaffective Disorder  Resting-state Brain Intrinsic Networks  Independent Component Analysis  Functional Magnetic Resonance Imaging  
Disrupted small-world networks in schizophrenia 期刊论文
BRAIN, 2008, 卷号: 131, 期号: 1, 页码: 945-961
作者:  Liu, Yong;  Liang, Meng;  Zhou, Yuan;  He, Yong;  Hao, Yihui;  Song, Ming;  Yu, Chunshui;  Liu, Haihong;  Liu, Zhening;  Jiang, Tianzi;  Jiang T
浏览  |  Adobe PDF(1456Kb)  |  收藏  |  浏览/下载：850/114  |  提交时间：2015/11/08
Efficient Small-world  Brain Functional Networks  Functional Connectivity  Resting-state Fmri  Schizophrenia