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In-vivo
verified anatomically aware deep learning for real-time electric field simulation
期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 6, 页码: 17
作者:
Ma, Liang
;
Zhong, Gangliang
;
Yang, Zhengyi
;
Lu, Xuefeng
;
Fan, Lingzhong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
electric field
transcranial magnetic stimulation
coil placement
deep learning
in-vivo verification
CHD8 mutations increase gliogenesis to enlarge brain size in the nonhuman primate
期刊论文
CELL DISCOVERY, 2023, 卷号: 9, 期号: 1
作者:
Li, Bang
;
Zhao, Hui
;
Tu, Zhuchi
;
Yang, Weili
;
Han, Rui
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/05/31
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:52/0
  |  
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:31/0
  |  
提交时间:2022/06/06
Deep learning
grey matter
meta-analysis
multisite study
schizophrenia
Predicting Treatment Response in Schizophrenia With Magnetic Resonance Imaging and Polygenic Risk Score
期刊论文
FRONTIERS IN GENETICS, 2022, 卷号: 13, 页码: 11
作者:
Wang, Meng
;
Hu, Ke
;
Fan, Lingzhong
;
Yan, Hao
;
Li, Peng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/06
schizophrenia
treatment prediction
XGBoost
polygenic risk score
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:50/0
  |  
提交时间:2021/12/28
Schizophrenia
Classification
Structural magnetic resonance imaging
Gray matter volume
Polygenic risk score
Machine learning
Gray Matter-Based Age Prediction Characterizes Different Regional Patterns
期刊论文
NEUROSCIENCE BULLETIN, 2020, 页码: 5
作者:
Zuo, Nianming
;
Hu, Tianyu
;
Liu, Hao
;
Sui, Jing
;
Liu, Yong
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/09/28
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:26/0
  |  
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:42/0
  |  
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:119/0
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
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