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CASIA OpenIR
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Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis 会议论文
, Granada, Spain, 2018-09
作者:  Yan, Weizheng;  Zhang, Han;  Sui, Jing;  Shen, Dinggang
Adobe PDF(3337Kb)  |  收藏  |  浏览/下载：212/42  |  提交时间：2020/06/17
Exploring different impaired speed of genetic-related brain function and structures in schizophrenic progress using multimodal analysis 会议论文
, July 17-21, 2018, Honolulu, Hawaii
作者:  Luo, Na;  Tian, Lin;  Vince Calhoun;  Chen, Jiayu;  Lin, Dongdong;  Rao, Shuquan;  Yang, Jian;  Zhuo, Chuanjun;  Xu, Yong;  Jessica A. Turner;  Sui, Jing
Adobe PDF(920Kb)  |  收藏  |  浏览/下载：256/105  |  提交时间：2020/01/14
Effect of the SIRT1 gene on regional cortical grey matter density in the Han Chinese population 期刊论文
The British Journal of Psychiatry, 2018, 期号: 2018, 页码: 1-5
作者:  Rao, Shuquan;  Luo, Na;  Sui, Jing;  Xu, Qi;  Zhang, Fuquan
Adobe PDF(352Kb)  |  收藏  |  浏览/下载：339/104  |  提交时间：2020/01/14
SIRT1  sMRI  grey matter density.  
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
Adobe PDF(3297Kb)  |  收藏  |  浏览/下载：455/90  |  提交时间：2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
Multiple Classifier Fusion and Optimization Automation Focal Cortical Dysplasia Detection on Magnetic Resonance Images 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 73786-73801
作者:  Qu, Xiaoxia;  Yang, Jian;  Platis, Ljiljana;  Kumcu, Asli;  Ai, Danni;  Goossens, Bart;  Bai, Tingzhu;  Wang, Yongtian;  Sui, Jing;  Deblaere, Karel;  Philips, Wilfried
收藏  |  浏览/下载：249/0  |  提交时间：2019/07/12
Focal cortical dysplasia  magnetic resonance image  brain lesion detection  optimal weighted multiple classifiers  genetic algorithm  
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
Adobe PDF(1954Kb)  |  收藏  |  浏览/下载：320/61  |  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：484/56  |  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：506/95  |  提交时间：2019/01/08
Individualized prediction  Temperament traits  Functional connectivity  Reward processing  Temperament and character inventory (TCI)  
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：302/49  |  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  
Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder 期刊论文
FRONTIERS IN PSYCHIATRY, 2018, 卷号: 9, 期号: 1, 页码: 11
作者:  Zhi, Dongmei;  Calhoun, Vince D.;  Lv, Luxian;  Ma, Xiaohong;  Ke, Qing;  Fu, Zening;  Du, Yuhui;  Yang, Yongfeng;  Yang, Xiao;  Pan, Miao;  Qi, Shile;  Jiang, Rongtao;  Yu, Qingbao;  Sui, Jing
Adobe PDF(2635Kb)  |  收藏  |  浏览/下载：335/16  |  提交时间：2018/10/10
Major Depressive Disorder  Independent Component Analysis  Dynamic Functional Network Connectivity  Graph Theory  Resting-state Functional Magnetic Resonance Imaging