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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：156/43  |  提交时间：2021/06/17
Deep Contextual Residual Network for Electron Microscopy Image Segmentation in Connectomics 会议论文
, 2018-4, 美国华盛顿
作者:  Xiao C(肖驰);  Liu J(刘静);  Chen X(陈曦);  Han H(韩华);  Shu C(舒畅);  Xie QW(谢启伟)
浏览  |  Adobe PDF(614Kb)  |  收藏  |  浏览/下载：319/132  |  提交时间：2019/05/10
Connectomics, Deep Learning, Image Segmentation, Electron Microscopy  
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：493/207  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
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：226/67  |  提交时间：2019/04/30
Feature extraction using convolutional neural networks for multi-atlas based image segmentation 会议论文
, Houston, Texas, United States, 2018-3-2
作者:  Xuesong, Yang;  Yong, Fan
Adobe PDF(813Kb)  |  收藏  |  浏览/下载：251/76  |  提交时间：2019/04/30
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：490/56  |  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：516/98  |  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：441/82  |  提交时间：2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Parcellation of Macaque Cortex with Anatomical Connectivity Profiles 期刊论文
BRAIN TOPOGRAPHY, 2018, 卷号: 31, 期号: 2, 页码: 161-173
作者:  Wang, Jiaojian;  Zuo, Zhentao;  Xie, Sangma;  Miao, Yifan;  Ma, Yuanye;  Zhao, Xudong;  Jiang, Tianzi
收藏  |  浏览/下载：240/0  |  提交时间：2018/10/10
Macaque  Cortex Atlas  Anatomical Connectivity Profiles  Parcellation  Hub  
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：276/40  |  提交时间：2018/10/10