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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:70/0
  |  
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:36/0
  |  
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:54/0
  |  
提交时间:2021/12/28
Schizophrenia
Classification
Structural magnetic resonance imaging
Gray matter volume
Polygenic risk score
Machine learning
Numerical Study on Pressure Pulsation Characteristics of Liquid LBE Medium Axial-Flow Pump
期刊论文
Hedongli Gongcheng/Nuclear Power Engineering, 2020, 卷号: 41, 期号: 3, 页码: 202-207
作者:
Wang, Yan
;
Yu, Hongxing
;
Guo, Yanlei
;
Yan, Mingyu
;
Sui, Haiming
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/11/14
Boundary layers
Flow separation
Impellers
Navier Stokes equations
Rhenium compounds
Statistical mechanics
Turbulence models
Water piping systems
Distribution characteristics
Empirical coefficients
Hydraulic performance
Pressure coefficients
Pressure fluctuation
Renormalization group
Rotation frequencies
Two-equation turbulence models
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:49/0
  |  
提交时间:2020/06/02
TREATMENT-RESISTANT SCHIZOPHRENIA,RESTING-STATE FMRI,FUNCTIONAL CONNECTIVITY,DOPAMINE HYPOTHESIS,GENE-EXPRESSION,NETWORK
Subchronic effects of dietary selenium yeast and selenite on growth performance and the immune and antioxidant systems in Nile tilapia Oreochromis niloticus
期刊论文
FISH & SHELLFISH IMMUNOLOGY, 2020, 卷号: 97, 页码: 283-293
作者:
Chen, Hongxing
;
Li, Jian
;
Yan, Liang
;
Cao, Jinling
;
Li, Dan
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/09/15
Oreochromis niloticus
Selenium
Immune system
Stress proteins
Antioxidant system
Digestive enzyme
The role of the freshwater oligochaete Limnodrilus hoffmeisteri in the distribution of Se in a water/sediment microcosm
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 687, 页码: 1098-1106
作者:
Chen, Hongxing
;
Yan, Liang
;
Zhao, Jianliang
;
Yang, Bin
;
Huang, Guoyong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/09/10
Se redistribution
Limnodrilus hoffmeisteri
Bioturbation
Subcellular distribution
Water/sediment microcosm
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:127/0
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
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