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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：154/43  |  提交时间：2021/06/17
Test-retest Reliability of Functional Connectivity and Graph Metrics in the Resting Brain Network 会议论文
, Honolulu, HI, USA, July 18-21
作者:  Jin, Dan;  Xu, Kaibin;  Liu, Bing;  Jiang, Tianzi;  Liu, Yong
浏览  |  Adobe PDF(1003Kb)  |  收藏  |  浏览/下载：214/56  |  提交时间：2020/06/10
Subdivisions of the posteromedial cortex in disorders of consciousness 期刊论文
NEUROIMAGE-CLINICAL, 2018, 卷号: 20, 页码: 260-266
作者:  Cui, Yue;  Song, Ming;  Lipnicki, Darren M.;  Yang, Yi;  Ye, Chuyang;  Fan, Lingzhong;  Sui, Jing;  Jiang, Tianzi;  He, Jianghong
收藏  |  浏览/下载：305/0  |  提交时间：2019/07/12
Default mode network  Diffusion tensor imaging  Disorders of consciousness  Parcellation  Parietal cortex  Persistent vegetative state  
An effective fully deep convolutional neural network for mitochondria segmentation based on ATUM-SEM 会议论文
, 美国休斯敦, 2018-2
作者:  Xiao C(肖驰);  Li WF(李伟夫);  Chen X(陈曦);  Han H(韩华);  Xie QW(谢启伟)
浏览  |  Adobe PDF(1314Kb)  |  收藏  |  浏览/下载：299/96  |  提交时间：2019/05/10
Electron Microscope, Deep learning, Mitochondria segmentation  
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data 会议论文
, Seoul, Republic of Korea, October 22--26, 2018
作者:  Du Changde;  Du Changying;  Wang Hao;  Li Jinpeng;  Zheng Wei-Long;  Lu Bao-Liang;  He Huiguang
浏览  |  Adobe PDF(1217Kb)  |  收藏  |  浏览/下载：460/172  |  提交时间：2019/05/06
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：326/61  |  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：489/56  |  提交时间：2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
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
Adobe PDF(3873Kb)  |  收藏  |  浏览/下载：436/80  |  提交时间：2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Prognostication of chronic disorders of consciousness using brain functional networks and clinical characteristics 期刊论文
eLife, 2018, 卷号: 2018, 期号: 7, 页码: e36173
作者:  Song Ming;  Yi Yang;  Jianghong He;  Zhengyi Yang;  Shan Yu;  Qiuyou Xie;  Xiaoyu Xia;  Yuanyuan Dang;  Qiang Zhang;  Xinhuai Wu;  Yue Cui;  Bing Hou;  Ronghao Yu;  Ruxiang Xu;  Tianzi Jiang
Adobe PDF(7400Kb)  |  收藏  |  浏览/下载：463/80  |  提交时间：2018/10/11
Disorders Of Consciousness  Prognosis  Resting State Fmri  Functional Connectivity  Brain Network  
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
Adobe PDF(1205Kb)  |  收藏  |  浏览/下载：347/64  |  提交时间：2018/10/10
Brain Network  Functional Connectivity  Functional Mri  Network Reconfiguration  Working Memory