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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:4/0
  |  
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:62/0
  |  
提交时间:2022/09/19
schizophrenia
subtype
structural MRI
neuroimaging-clinic association analysis
neuroimaging-transcription association analysis
Reduced Gray Matter Volume in Orbitofrontal Cortex Across Schizophrenia, Major Depressive Disorder, and Bipolar Disorder: A Comparative Imaging Study
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 8
作者:
Yang, Yongfeng
;
Li, Xue
;
Cui, Yue
;
Liu, Kang
;
Qu, Haoyang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/07/25
schizophrenia
major depressive disorder
bipolar disorder
gray matter volume (GMV)
psychopathology
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:32/0
  |  
提交时间:2022/06/06
Deep learning
grey matter
meta-analysis
multisite study
schizophrenia
基于线性位移模式的环形谐振子理论研究
期刊论文
导航定位与授时, 2022, 卷号: 9, 期号: 3, 页码: 140-147
作者:
裴永乐
;
高立民
;
徐亮
;
李华
;
李晓辉
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2022/10/11
环形谐振子
哈密顿原理
弯曲问题
进动系数
二阶弯曲角频率
Abnormal Dynamic Functional Network Connectivity Estimated from Default Mode Network Predicts Symptom Severity in Major Depressive Disorder
期刊论文
BRAIN CONNECTIVITY, 2021, 卷号: 11, 期号: 10, 页码: 838-849
作者:
Sendi, Mohammad S. E.
;
Zendehrouh, Elaheh
;
Sui, Jing
;
Fu, Zening
;
Zhi, Dongmei
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/06/06
default mode network
dynamic functional network connectivity
machine learning
major depressive disorder
resting-state functional magnetic resonance imaging
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:51/0
  |  
提交时间:2021/12/28
Schizophrenia
Classification
Structural magnetic resonance imaging
Gray matter volume
Polygenic risk score
Machine learning
Association ofDTNBP1With Schizophrenia: Findings From Two Independent Samples of Han Chinese Population
期刊论文
FRONTIERS IN PSYCHIATRY, 2020, 卷号: 11, 页码: 9
作者:
Yang, Yongfeng
;
Zhang, Luwen
;
Guo, Dong
;
Zhang, Lin
;
Yu, Hongyan
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2020/08/03
schizophrenia
DTNBP1
polymorphism
psychotic symptoms
cognition
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:27/0
  |  
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:45/0
  |  
提交时间:2020/06/02
TREATMENT-RESISTANT SCHIZOPHRENIA,RESTING-STATE FMRI,FUNCTIONAL CONNECTIVITY,DOPAMINE HYPOTHESIS,GENE-EXPRESSION,NETWORK
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