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Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models 期刊论文
Engineering, 2019, 期号: 0, 页码: 1-8
Authors:  Du Changde;  Li Jinpeng;  Huang Lijie;  He Huiguang
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Brain Encoding And Decoding  Fmri  Deep Neural Networks  Deep Generative Models  Dual Learning  
Efficient coding matters in the organization of the early visual system 期刊论文
NEURAL NETWORKS, 2018, 卷号: 105, 页码: 218-226
Authors:  Kong, Qingqun;  Han, Jiuqi;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download:36/0  |  Submit date:2018/10/10
Early Visual Stages  Hierarchical Structure  Efficient Coding  Brain-inspired Neural Networks  
Special Issue of BICS 2016 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 282-283
Authors:  Liu, Cheng-Lin;  Hussain, Amir;  Luo, Bin;  Tan, Kay Chen;  Zeng, Yi;  Zhang, Zhaoxiang
Favorite  |  View/Download:53/0  |  Submit date:2018/08/08
Bics  Brain-inspired  Artificial Intelligence  Deep Neural Networks  
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
Authors:  Du, Yuhui;  Fryer, Susanna L.;  Lin, Dongdong;  Sui, Jing;  Yu, Qingbao;  Chen, Jiayu;  Stuart, Barbara;  Loewy, Rachel L.;  Calhoun, Vince D.;  Mathalon, Daniel H.
Favorite  |  View/Download:39/0  |  Submit date:2018/03/09
Schizophrenia  Psychosis-risk Syndrome  Resting-state  Functional Magnetic Resonance Imaging  Brain Intrinsic Functional Networks  Independent Component Analysis  
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 43, 期号: 43, 页码: 98-111
Authors:  Zhao, Xiaomei;  Wu, Yihong;  Song, Guidong;  Li, Zhenye;  Zhang, Yazhuo;  Fan, Yong
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Brain Tumor Segmentation  Fully Convolutional Neural Networks  Conditional Random Fields  Deep Learning  
Neural Decoding of Visual Stimuli Varies with Fluctuations in Global Network Efficiency 期刊论文
HUMAN BRAIN MAPPING, 2017, 卷号: 38, 期号: 6, 页码: 3069-3080
Authors:  Cocchi, Luca;  Yang, Zhengyi;  Zalesky, Andrew;  Stelzer, Johannes;  Hearne, Luke J.;  Gollo, Leonardo L.;  Mattingley, Jason B.
Favorite  |  View/Download:46/0  |  Submit date:2017/09/12
Dynamic Connectivity  Decoding  Fmri  Global Efficiency  Brain Networks  Connectomics  Vision  Faces  Motion  
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
Authors:  Du, Yuhui;  Lin, Dongdong;  Yu, Qingbao;  Sui, Jing;  Chen, Jiayu;  Rachakonda, Srinivas;  Adali, Tulay;  Calhoun, Vince D.;  Yuhui Du
View  |  Adobe PDF(10014Kb)  |  Favorite  |  View/Download:42/3  |  Submit date: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)  
Brain vessels segmentation for light-sheet microscopy image using convolutional neural networks 会议论文
SPIE Digital Library, Orlando, Florida United States, 11 - 16 February 2017
Authors:  Hu, Chaoen;  Hui, Hui;  Wang, Shuo;  Dong, Di;  Liu, Xia;  Yang, Xin;  Tian, Jie
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Brain Vessel Image Segmentation  Convolutional Neural Networks  Light-sheet Microscopic Imaging  
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
Authors:  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.
Favorite  |  View/Download:45/0  |  Submit date: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  
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
Authors:  He, Hao;  Yu, Qingbao;  Du, Yuhui;  Vergara, Victor;  Victor, Teresa A.;  Drevets, Wayne C.;  Savitz, Jonathan B.;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
Favorite  |  View/Download:63/0  |  Submit date:2016/03/19
Bipolar Disorders (Bd)  Major Depressive Disorder (Mdd)  Functional Network Connectivity (Fnc)  Graph Theory  Resting-state Fmri  Brain Networks