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A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population 期刊论文
EBIOMEDICINE, 2018, 卷号: 37, 期号: 2018, 页码: 471-482
作者:  Luo, Na;  Sui, Jing;  Chen, Jiayu;  Zhang, Fuquan;  Tian, Lin;  Lin, Dongdong;  Song, Ming;  Calhoun, Vince D.;  Cui, Yue;  Vergara, Victor M.;  Zheng, Fanfan;  Liu, Jingyu;  Yang, Zhenyi;  Zuo, Nianming;  Fan, Lingzhong;  Xu, Kaibin;  Liu, Shengfeng;  Li, Jian;  Xu, Yong;  Liu, Sha;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
浏览  |  Adobe PDF(3297Kb)  |  收藏  |  浏览/下载：494/96  |  提交时间：2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
Effective automated pipeline for 3D reconstruction of synapses based on deep learning 期刊论文
BMC Bioinformatics, 2018, 卷号: 19, 期号: 1, 页码: 263
作者:  Xiao, Chi;  Li, Weifu;  Deng, Hao;  Chen, Xi;  Yang, Yang;  Xie, QiWei;  Han, Hua
浏览  |  Adobe PDF(7961Kb)  |  收藏  |  浏览/下载：357/110  |  提交时间：2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
浏览  |  Adobe PDF(3843Kb)  |  收藏  |  浏览/下载：515/212  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
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：354/67  |  提交时间：2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
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：551/107  |  提交时间：2019/01/08
Individualized prediction  Temperament traits  Functional connectivity  Reward processing  Temperament and character inventory (TCI)  
Hot Anchors: A Heuristic Anchors Sampling Method in RCNN-Based Object Detection 期刊论文
SENSORS, 2018, 卷号: 18, 期号: 10, 页码: 19
作者:  Zhang Jinpeng;  Zhang Jinming;  Yu, Shan
浏览  |  Adobe PDF(2702Kb)  |  收藏  |  浏览/下载：288/44  |  提交时间：2019/01/08
image object detection  RCNN  Faster RCNN  Light Head RCNN  
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：339/59  |  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  
Representational similarity analysis reveals task-dependent semantic influence of the visual word form area 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8
作者:  Wang, Xiaosha;  Xu, Yangwen;  Wang, Yuwei;  Zeng, Yi;  Zhang, Jiacai;  Ling, Zhenhua;  Bi, Yanchao
Adobe PDF(3169Kb)  |  收藏  |  浏览/下载：308/50  |  提交时间：2018/10/10
Auditory verbal hallucinations are related to cortical thinning in the left middle temporal gyrus of patients with schizophrenia 期刊论文
PSYCHOLOGICAL MEDICINE, 2018, 卷号: 48, 期号: 1, 页码: 115-122
作者:  Cui, Y.;  Liu, B.;  Song, M.;  Lipnicki, D. M.;  Li, J.;  Xie, S.;  Chen, Y.;  Li, P.;  Lu, L.;  Lv, L.;  Wang, H.;  Yan, H.;  Yan, J.;  Zhang, H.;  Zhang, D.;  Jiang, T.
Adobe PDF(233Kb)  |  收藏  |  浏览/下载：287/8  |  提交时间：2018/10/10
Auditory Verbal Hallucination  Cortical Thickness  Magnetic Resonance Imaging  Middle Temporal Gyrus  Schizophrenia  
Core networks and their reconfiguration patterns across cognitive loads 期刊论文
HUMAN BRAIN MAPPING, 2018, 卷号: 39, 期号: 9, 页码: 3546-3557
作者:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
浏览  |  Adobe PDF(1205Kb)  |  收藏  |  浏览/下载：375/75  |  提交时间：2018/10/10
Brain Network  Functional Connectivity  Functional Mri  Network Reconfiguration  Working Memory