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Multimodal Fusion of Brain Imaging Data: Methods and Applications
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:
Na Luo
;
Weiyang Shi
;
Zhengyi Yang
;
Ming Song
;
Tianzi Jiang
Adobe PDF(1726Kb)
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浏览/下载:97/27
  |  
提交时间:2024/04/23
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders
Consistent brain structural abnormalities and multisite individualised classification of schizophrenia using deep neural networks
期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2022, 页码: 8
作者:
Cui, Yue
;
Li, Chao
;
Liu, Bing
;
Sui, Jing
;
Song, Ming
;
Chen, Jun
;
Chen, Yunchun
;
Guo, Hua
;
Li, Peng
;
Lu, Lin
;
Lv, Luxian
;
Ning, Yuping
;
Wan, Ping
;
Wang, Huaning
;
Wang, Huiling
;
Wu, Huawang
;
Yan, Hao
;
Yan, Jun
;
Yang, Yongfeng
;
Zhang, Hongxing
;
Zhang, Dai
;
Jiang, Tianzi
Adobe PDF(644Kb)
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收藏
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浏览/下载:337/19
  |  
提交时间:2022/06/06
Deep learning
grey matter
meta-analysis
multisite study
schizophrenia
Functional Connectivity Predicts Individual Development of Inhibitory Control during Adolescence
期刊论文
CEREBRAL CORTEX, 2021, 卷号: 31, 期号: 5, 页码: 2686-2700
作者:
Wang, Haiyan
;
Fan, Lingzhong
;
Song, Ming
;
Liu, Bing
;
Wu, Dongya
;
Jiang, Rongtao
;
Li, Jin
;
Li, Ang
;
Banaschewski, Tobias
;
Bokde, Arun L. W.
;
Quinlan, Erin Burke
;
Desrivieres, Sylvane
;
Flor, Herta
;
Grigis, Antoine
;
Garavan, Hugh
;
Chaarani, Bader
;
Gowland, Penny
;
Heinz, Andreas
;
Ittermann, Bernd
;
Martinot, Jean-Luc
;
Martinot, Marie-Laure Paillere
;
Artiges, Eric
;
Nees, Frauke
;
Orfanos, Dimitri Papadopoulos
;
Poustka, Luise
;
Millenet, Sabina
;
Frohner, Juliane H.
;
Smolka, Michael N.
;
Walter, Henrik
;
Whelan, Robert
;
Schumann, Gunter
;
Jiang, Tianzi
Adobe PDF(1018Kb)
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浏览/下载:640/226
  |  
提交时间:2021/06/15
adolescence
functional connectivity
inhibitory control
longitudinal prediction
stop signal task
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
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)
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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)
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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
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus–medial prefrontal cortex functional connectivity
期刊论文
The British Journal of Psychiatry, 2019, 期号: 2019, 页码: 1-8
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(1844Kb)
  |  
收藏
  |  
浏览/下载:424/108
  |  
提交时间:2019/06/18
Schizophrenia
Polygenic Risk Score
Hippocampus
Rey Matter Volume
Functional Connectivity
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)
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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
Brain Network Studies in Chronic Disorders of Consciousness: Advances and Perspectives
期刊论文
NEUROSCIENCE BULLETIN, 2018, 卷号: 34, 期号: 4, 页码: 592-604
作者:
Song, Ming
;
Zhang, Yujin
;
Cui, Yue
;
Yang, Yi
;
Jiang, Tianzi
浏览
  |  
Adobe PDF(688Kb)
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收藏
  |  
浏览/下载:419/94
  |  
提交时间:2018/10/10
Disorders Of Consciousness
Neuroimaging
Brain Network
Brainnetome
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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浏览/下载:401/77
  |  
提交时间:2018/01/08
.