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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：75/0  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder 期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
作者:  Li, Xuemei;  Huang, Yang;  Liu, Mengqi;  Zhang, Manqi;  Liu, Yang;  Teng, Teng;  Liu, Xueer;  Yu, Ying;  Jiang, Yuanliang;  Ouyang, Xuan;  Xu, Ming;  Lv, Fajin;  Long, Yicheng;  Zhou, Xinyu
收藏  |  浏览/下载：100/0  |  提交时间：2023/11/17
Childhood trauma  Major depressive disorder  Adolescent  Functional neuroimaging  Brain network  
Common and distinct functional brain network abnormalities in adolescent, early-middle adult, and late adult major depressive disorders 期刊论文
PSYCHOLOGICAL MEDICINE, 2023, 页码: 10
作者:  Long, Yicheng;  Li, Xuemei;  Cao, Hengyi;  Zhang, Manqi;  Lu, Bing;  Huang, Yang;  Liu, Mengqi;  Xu, Ming;  Liu, Zhening;  Yan, Chaogan;  Sui, Jing;  Ouyang, Xuan;  Zhou, Xinyu
收藏  |  浏览/下载：70/0  |  提交时间：2023/11/17
Aging  brain network  connectome  functional connectivity  major depressive disorder  
Data-Driven Control of Distributed Event-Triggered Network Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 351-364
作者:  Xin Wang;  Jian Sun;  Gang Wang;  Frank Allgöwer;  Jie Chen
Adobe PDF(2396Kb)  |  收藏  |  浏览/下载：216/71  |  提交时间：2023/01/16
Data-driven control  distributed event-triggered network system (ETS)  linear matrix inequalitie (LMI)  looped-functional  stability  
Impaired time-distance reconfiguration patterns in Alzheimer's disease: a dynamic functional connectivity study with 809 individuals from 7 sites 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: Suppl 6
作者:  Du,Kai;  Chen,Pindong;  Zhao,Kun;  Qu,Yida;  Kang,Xiaopeng;  Liu,Yong;  ,
收藏  |  浏览/下载：164/0  |  提交时间：2022/07/25
Time distance nodal connectivity diversity  Dynamic functional connectivity  Network reconfiguration  Multicenter  Alzheimer's disease  
Unrevealing Reliable Cortical Parcellation of Individual Brains Using Resting-State Functional Magnetic Resonance Imaging and Masked Graph Convolutions 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 14
作者:  Qiu, Wenyuan;  Ma, Liang;  Jiang, Tianzi;  Zhang, Yu
收藏  |  浏览/下载：182/0  |  提交时间：2022/06/10
functional connectivity  cortical parcellation  intersubject variability  topographic variability  resting-state fMRI (rfMRI)  test-retest reliability  graph neural network  
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614
作者:  Du, Changde;  Du, Changying;  Huang, Lijie;  Wang, Haibao;  He, Huiguang
Adobe PDF(8742Kb)  |  收藏  |  浏览/下载：365/154  |  提交时间：2022/03/17
Decoding  Image reconstruction  Functional magnetic resonance imaging  Visualization  Task analysis  Brain  Correlation  Deep neural network (DNN)  functional magnetic resonance imaging (fMRI)  image reconstruction  multioutput regression  neural decoding  
Sex-related Difference in Mental Rotation Performance is Mediated by the special Functional Connectivity Between the Default Mode and Salience Networks 期刊论文
NEUROSCIENCE, 2021, 卷号: 478, 页码: 65-74
作者:  Long, Haixia;  Fan, Ming;  Yang, Xuhua;  Guan, Qiu;  Huang, Yujiao;  Xu, Xinli;  Xiao, Jie;  Jiang, Tianzi
收藏  |  浏览/下载：187/0  |  提交时间：2021/12/28
sex difference  mental rotation  default mode network  salience network  functional connectivity  mediation analysis  
Abnormal Dynamic Functional Network Connectivity Estimated from Default Mode Network Predicts Symptom Severity in Major Depressive Disorder 期刊论文
BRAIN CONNECTIVITY, 2021, 卷号: 11, 期号: 10, 页码: 838-849
作者:  Sendi, Mohammad S. E.;  Zendehrouh, Elaheh;  Sui, Jing;  Fu, Zening;  Zhi, Dongmei;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Li, Xianbin;  Wang, Chuanyue;  Abbott, Christopher C.;  Turner, Jessica A.;  Miller, Robyn L.;  Calhoun, Vince D.
收藏  |  浏览/下载：224/0  |  提交时间：2022/06/06
default mode network  dynamic functional network connectivity  machine learning  major depressive disorder  resting-state functional magnetic resonance imaging  
Dynamic Functional Connectivity Predicts Treatment Response to Electroconvulsive Therapy in Major Depressive Disorder 期刊论文
BIOLOGICAL PSYCHIATRY, 2021, 卷号: 89, 期号: 9, 页码: S169-S170
作者:  Sendi, Mohammad S. E.;  Dini, Hossein;  Sui, Jing;  Fu, Zening;  Qi, Shile;  Riva-Posse, Patricio;  Abbott, Christopher;  Mayberg, Helen;  Calhoun, Vince
收藏  |  浏览/下载：221/0  |  提交时间：2021/05/31
Resting State fMRI  Dynamic Functional Connectivity  Major Depressive Disorder (MDD)  Electroconvulsive Therapy (ECT)  Cognitive Control Network