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科研机构
自动化研究所 [16]
内容类型
期刊论文 [15]
会议论文 [1]
发表日期
2024 [1]
2023 [1]
2022 [3]
2021 [1]
2020 [2]
2019 [5]
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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
A unified end-to-end classification model for focal liver lesions
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 9
作者:
Zhao, Ling
;
Liu, Shuaiqi
;
An, Yanling
;
Cai, Wenjia
;
Li, Bing
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/03/26
Medical image classification Contrast -enhanced
ultrasound
Focal liver lesions
Deep learning
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:
收藏
  |  
浏览/下载:61/0
  |  
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:32/0
  |  
提交时间:2022/06/06
Deep learning
grey matter
meta-analysis
multisite study
schizophrenia
Comparison of Three Data-Driven Networked Predictive Control Methods for a Class of Nonlinear Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1714-1716
作者:
Zhong-Hua Pang
;
Xue-Ying Zhao
;
Jian Sun
;
Yuntao Shi
;
Guo-Ping Liu
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/08/19
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
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
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:122/0
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
Gray matter volume changes following antipsychotic therapy in first-episode schizophrenia patients: A longitudinal voxel-based morphometric study
期刊论文
JOURNAL OF PSYCHIATRIC RESEARCH, 2019, 卷号: 116, 页码: 126-132
作者:
Guo, Fan
;
Zhu, Yuan-Qiang
;
Li, Chen
;
Wang, Xing-Rui
;
Wang, Hua-Ning
收藏
  |  
浏览/下载:106/0
  |  
提交时间:2019/12/16
Schizophrenia
Voxel-based morphometry
Antipsychotics
Magnetic resonance imaging
First-episode
Gray matter volume
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