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科研机构
自动化研究所 [11]
内容类型
期刊论文 [10]
会议论文 [1]
发表日期
2024 [1]
2022 [2]
2021 [1]
2020 [2]
2019 [3]
2018 [1]
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Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features
期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:
Gao, Jingjing
;
Qian, Maomin
;
Wang, Zhengning
;
Li, Yanling
;
Luo, Na
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/07/03
schizophrenia identification
multimodal MRI
deep graph neural networks
image marker
gene analysis
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement
期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
作者:
Shi, Weiyang
;
Fan, Lingzhong
;
Wang, Haiyan
;
Liu, Bing
;
Li, Wen
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2022/09/19
schizophrenia
subtype
structural MRI
neuroimaging-clinic association analysis
neuroimaging-transcription association analysis
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
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/06/06
Deep learning
grey matter
meta-analysis
multisite study
schizophrenia
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
收藏
  |  
浏览/下载:52/0
  |  
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
收藏
  |  
浏览/下载:29/0
  |  
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
收藏
  |  
浏览/下载:47/0
  |  
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
收藏
  |  
浏览/下载:125/0
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
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
收藏
  |  
浏览/下载:87/0
  |  
提交时间:2019/06/18
Schizophrenia
Polygenic Risk Score
Hippocampus
Rey Matter Volume
Functional Connectivity
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
收藏
  |  
浏览/下载:81/0
  |  
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, 页码: 471-482
作者:
Luo, Na
;
Sui, Jing
;
Chen, Jiayu
;
Zhang, Fuquan
;
Tian, Lin
收藏
  |  
浏览/下载:100/0
  |  
提交时间:2019/07/12
Schizophrenia
Multimodal fusion
Genetic-brain-cognition pathway
Working memory
Mediation analysis
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