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Multisite schizophrenia classification by integrating structural magnetic resonance imaging data with polygenic risk score
期刊论文
NEUROIMAGE-CLINICAL, 2021, 卷号: 32, 页码: 9
作者:
Hu, Ke
;
Wang, Meng
;
Liu, Yong
;
Yan, Hao
;
Song, Ming
;
Chen, Jun
;
Chen, Yunchun
;
Wang, Huaning
;
Guo, Hua
;
Wan, Ping
;
Lv, Luxian
;
Yang, Yongfeng
;
Li, Peng
;
Lu, Lin
;
Yan, Jun
;
Wang, Huiling
;
Zhang, Hongxing
;
Zhang, Dai
;
Wu, Huawang
;
Ning, Yuping
;
Jiang, Tianzi
;
Liu, Bing
Adobe PDF(999Kb)
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收藏
  |  
浏览/下载:279/24
  |  
提交时间:2021/12/28
Schizophrenia
Classification
Structural magnetic resonance imaging
Gray matter volume
Polygenic risk score
Machine learning
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus-medial prefrontal cortex functional connectivity
期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2020, 卷号: 216, 期号: 5, 页码: 267-274
作者:
Liu, Shu
;
Li, Ang
;
Liu, Yong
;
Yan, Hao
;
Wang, Meng
;
Sun, Yuqing
;
Fan, Lingzhong
;
Song, Ming
;
Xu, Kaibin
;
Chen, Jun
;
Chen, Yunchun
;
Wang, Huaning
;
Guo, Hua
;
Wan, Ping
;
Lv, Luxian
;
Yang, Yongfeng
;
Li, Peng
;
Lu, Lin
;
Yan, Jun
;
Wang, Huiling
;
Zhang, Hongxing
;
Wu, Huawang
;
Ning, Yuping
;
Zhang, Dai
;
Jiang, Tianzi
;
Liu, Bing
浏览
  |  
Adobe PDF(592Kb)
  |  
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  |  
浏览/下载:489/98
  |  
提交时间:2020/06/22
Schizophrenia
polygenic risk score
hippocampus
grey matter volume
functional connectivity
A neuroimaging biomarker for striatal dysfunction in schizophrenia
期刊论文
NATURE MEDICINE, 2020, 卷号: 26, 期号: 26, 页码: 27
作者:
Li, Ang
;
Zalesky, Andrew
;
Yue, Weihua
;
Howes, Oliver
;
Yan, Hao
;
Liu, Yong
;
Fan, Lingzhong
;
Whitaker, Kirstie J.
;
Xu, Kaibin
;
Rao, Guangxiang
;
Li, Jin
;
Liu, Shu
;
Wang, Meng
;
Sun, Yuqing
;
Song, Ming
;
Li, Peng
;
Chen, Jun
;
Chen, Yunchun
;
Wang, Huaning
;
Liu, Wenming
;
Li, Zhigang
;
Yang, Yongfeng
;
Guo, Hua
;
Wan, Ping
;
Lv, Luxian
;
Lu, Lin
;
Yan, Jun
;
Song, Yuqing
;
Wang, Huiling
;
Zhang, Hongxing
;
Wu, Huawang
;
Ning, Yuping
;
Du, Yuhui
;
Cheng, Yuqi
;
Xu, Jian
;
Xu, Xiufeng
;
Zhang, Dai
;
Wang, Xiaoqun
;
Jiang, Tianzi
;
Liu, Bing
Adobe PDF(5512Kb)
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浏览/下载:586/171
  |  
提交时间:2020/06/02
TREATMENT-RESISTANT SCHIZOPHRENIA,RESTING-STATE FMRI,FUNCTIONAL CONNECTIVITY,DOPAMINE HYPOTHESIS,GENE-EXPRESSION,NETWORK
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)
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收藏
  |  
浏览/下载:458/78
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
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:504/97
  |  
提交时间:2019/07/12
Schizophrenia
Multimodal fusion
Genetic-brain-cognition pathway
Working memory
Mediation analysis
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:544/111
  |  
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
Auditory verbal hallucinations are related to cortical thinning in the left middle temporal gyrus of patients with schizophrenia
期刊论文
PSYCHOLOGICAL MEDICINE, 2018, 卷号: 48, 期号: 1, 页码: 115-122
作者:
Cui, Y.
;
Liu, B.
;
Song, M.
;
Lipnicki, D. M.
;
Li, J.
;
Xie, S.
;
Chen, Y.
;
Li, P.
;
Lu, L.
;
Lv, L.
;
Wang, H.
;
Yan, H.
;
Yan, J.
;
Zhang, H.
;
Zhang, D.
;
Jiang, T.
Adobe PDF(233Kb)
  |  
收藏
  |  
浏览/下载:296/12
  |  
提交时间:2018/10/10
Auditory Verbal Hallucination
Cortical Thickness
Magnetic Resonance Imaging
Middle Temporal Gyrus
Schizophrenia
SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets
期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1078-1087
作者:
Jiang, Rongtao
;
Abbott, Christopher C.
;
Jiang, Tianzi
;
Du, Yuhui
;
Espinoza, Randall
;
Narr, Katherine L.
;
Wade, Benjamin
;
Yu, Qingbao
;
Song, Ming
;
Lin, Dongdong
;
Chen, Jiayu
;
Jones, Thomas
;
Argyelan, Miklos
;
Petrides, Georgios
;
Sui, Jing
;
Calhoun, Vince D.
浏览
  |  
Adobe PDF(3135Kb)
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收藏
  |  
浏览/下载:401/77
  |  
提交时间:2018/01/08
.
Distributed Functional Connectivity Impairment in Schizophrenia: A Multi-site Study
会议论文
ICBISP conference proceedings, 武汉, 2017-05-13
作者:
Yang Y(杨勇)
;
Cui,Yue
;
Xu,Kaibing
;
Liu,Bing
;
Song,Ming
;
Chen,Jun
;
Wang,Huiling
;
Chen,Yunchun
;
Guo,Hua
;
Li,Peng
;
Lu,Lin
;
Lv,Luxian
;
Wan,Ping
;
Wang,Huaning
;
Yan,Hao
;
Yan,Jun
;
Zhang,Hongxing
;
Zhang,Dai
;
Jiang,Tianzi
Adobe PDF(980Kb)
  |  
收藏
  |  
浏览/下载:540/64
  |  
提交时间:2017/05/09
Functional Mri
Schizophrenia
Multi-task Learning
Feature Selection
Disrupted small-world networks in schizophrenia
期刊论文
BRAIN, 2008, 卷号: 131, 期号: 1, 页码: 945-961
作者:
Liu, Yong
;
Liang, Meng
;
Zhou, Yuan
;
He, Yong
;
Hao, Yihui
;
Song, Ming
;
Yu, Chunshui
;
Liu, Haihong
;
Liu, Zhening
;
Jiang, Tianzi
;
Jiang T
Adobe PDF(1456Kb)
  |  
收藏
  |  
浏览/下载:904/125
  |  
提交时间:2015/11/08
Efficient Small-world
Brain Functional Networks
Functional Connectivity
Resting-state Fmri
Schizophrenia