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Discriminating ADHD From Healthy Controls Using a Novel Feature Selection Method Based on Relative Importance and Ensemble Learning 会议论文
, Honolulu, 2018/07/01
作者:  Dongren Yao;  Xiaojie Guo;  Qihua zhao;  Lu Liu;  Qingjun Cao;  Yufeng Wang;  Vince D Calhoun;  Li Sun;  Jing Sui
Adobe PDF(855Kb)  |  收藏  |  浏览/下载：152/43  |  提交时间：2021/06/17
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：458/90  |  提交时间：2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
Coupled dictionary learning for joint MR image restoration and segmentation 会议论文
, Houston, Texas, United States, 2018-3-2
作者:  Xuesong, Yang;  Yong, Fan
Adobe PDF(735Kb)  |  收藏  |  浏览/下载：223/66  |  提交时间：2019/04/30
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：324/61  |  提交时间：2019/01/08
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
作者:  Osuch, E.;  Gao, S.;  Wammes, M.;  Theberge, J.;  Willimason, P.;  Neufeld, R. J.;  Du, Y.;  Sui, J.;  Calhoun, V.
浏览  |  Adobe PDF(1446Kb)  |  收藏  |  浏览/下载：487/56  |  提交时间：2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
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：511/97  |  提交时间：2019/01/08
Individualized prediction  Temperament traits  Functional connectivity  Reward processing  Temperament and character inventory (TCI)  
Automatic Mitochondria Segmentation for EM Data Using a 3D Supervised Convolutional Network 期刊论文
FRONTIERS IN NEUROANATOMY, 2018, 期号: 12, 页码: 92
作者:  Xiao, Chi;  Chen, Xi;  Li, Weifu;  Li, Linlin;  Wang, Lu;  Xie, Qiwei;  Han, Hua
浏览  |  Adobe PDF(3873Kb)  |  收藏  |  浏览/下载：434/80  |  提交时间：2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
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：306/50  |  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：272/39  |  提交时间：2018/10/10
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：346/64  |  提交时间：2018/10/10
Brain Network  Functional Connectivity  Functional Mri  Network Reconfiguration  Working Memory