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Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
作者:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：366/63  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population 期刊论文
SCHIZOPHRENIA BULLETIN, 2019, 卷号: 45, 期号: 2, 页码: 436-449
作者:  Liu, Shengfeng;  Wang, Haiying;  Song, Ming;  Lv, Luxian;  Cui, Yue;  Liu, Yong;  Fan, Lingzhong;  Zuo, Nianming;  Xu, Kaibin;  Du, Yuhui;  Yu, Qingbao;  Luo, Na;  Qi, Shile;  Yang, Jian;  Xie, Sangma;  Li, Jian;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Hao;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Calhoun, Vince D.;  Jiang, Tianzi;  Sui, Jing
浏览  |  Adobe PDF(1469Kb)  |  收藏  |  浏览/下载：448/103  |  提交时间：2019/07/12
multimodal fusion  resting-state fMRI  schizophrenia  auditory hallucination  functional network connectivity (FNC)  structural MRI  diffusion MRI  MCCA plus jICA  
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：420/90  |  提交时间：2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 304, 页码: 24-38
作者:  Kuang, Li-Dan;  Lin, Qiu-Hua;  Gong, Xiao-Feng;  Cong, Fengyu;  Sui, Jing;  Calhoun, Vince D.
收藏  |  浏览/下载：227/0  |  提交时间：2018/10/10
Independent component analysis (ICA)  Complex-valued fMRI data  Model order  Component splitting  Phase data  Schizophrenia  
Altered Intranetwork and Internetwork Functional Connectivity in Type 2 Diabetes Mellitus With and Without Cognitive Impairment 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6
作者:  Yang, Shi-Qi;  Xu, Zhi-Peng;  Xiong, Ying;  Zhan, Ya-Feng;  Guo, Lin-Ying;  Zhang, Shun;  Jiang, Ri-Feng;  Yao, Yi-Hao;  Qin, Yuan-Yuan;  Wang, Jian-Zhi;  Liu, Yong;  Zhu, Wen-Zhen
收藏  |  浏览/下载：203/0  |  提交时间：2016/12/26
Multi-subject fMRI analysis via combined independent component analysis and shift-invariant canonical polyadic decomposition 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2015, 卷号: 256, 页码: 127-140
作者:  Kuang, Li-Dan;  Lin, Qiu-Hua;  Gong, Xiao-Feng;  Cong, Fengyu;  Sui, Jing;  Calhoun, Vince D.
收藏  |  浏览/下载：94/0  |  提交时间：2020/10/27
Canonical Polyadic Decomposition (Cpd)  Independent Component Analysis (Ica)  Multi-subject Fmri Data  Inter-subject Variability  Tensor Pica  Shift-invariant Cp (sCp)  
Sculpting the Intrinsic Modular Organization of Spontaneous Brain Activity by Art 期刊论文
PLOS ONE, 2013, 卷号: 8, 期号: 6
作者:  Lin, Chia-Shu;  Liu, Yong;  Huang, Wei-Yuan;  Lu, Chia-Feng;  Teng, Shin;  Ju, Tzong-Ching;  He, Yong;  Wu, Yu-Te;  Jiang, Tianzi;  Hsieh, Jen-Chuen
收藏  |  浏览/下载：224/0  |  提交时间：2015/08/12
Sex differences in grey matter atrophy patterns among AD and aMCI patients: Results from ADNI 期刊论文
NEUROIMAGE, 2011, 卷号: 56, 期号: 3, 页码: 890-906
作者:  Skup, Martha;  Zhu, Hongtu;  Wang, Yaping;  Giovanello, Kelly S.;  Lin, Ja-an;  Shen, Dinggang;  Shi, Feng;  Gao, Wei;  Lin, Weili;  Fan, Yong;  Zhang, Heping;  Alzheimer's Dis Neuroimaging Initi
收藏  |  浏览/下载：173/0  |  提交时间：2015/08/12
Alzheimer's Disease  Mild Cognitive Impairment  Sex Differences  Longitudinal Mri  Gee  
Brain anatomical networks in early human brain development 期刊论文
NEUROIMAGE, 2011, 卷号: 54, 期号: 3, 页码: 1862-1871
作者:  Fan, Yong;  Shi, Feng;  Smith, Jeffrey Keith;  Lin, Weili;  Gilmore, John H.;  Shen, Dinggang
收藏  |  浏览/下载：318/0  |  提交时间：2015/08/12