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Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
作者:
Mei-Ling Wang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
Effect of schizophrenia risk gene polymorphisms on cognitive and neural plasticity
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 248, 页码: 173-179
作者:
Zhao, Wan
;
Zhang, Qiumei
;
Su, Yanyan
;
Chen, Xiongying
;
Li, Xiaohong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
Schizophrenia
Working memory training
fMRI
Plasticity
Gene
Polymorphism
Identified potential pathogenic variants of BARD1 in 1449 Chinese high-risk breast cancer patients.
期刊论文
JOURNAL OF CLINICAL ONCOLOGY, 2022, 卷号: 40
作者:
Wang, Rong
;
Ye, Weiwu
;
Chen, Zhanhong
;
Shao, Xiying
;
Cao, Wenming
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/12/23
Disease category-specific annotation of variants using an ensemble learning framework
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 15
作者:
Cao, Zhen
;
Huang, Yanting
;
Duan, Ran
;
Jin, Peng
;
Qin, Zhaohui S.
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  |  
浏览/下载:13/0
  |  
提交时间:2022/06/21
complex disease
disease category
functional annotation
non-coding variant
ensemble learning
Comorbid major depression in first-episode drug-naive patients with schizophrenia: Analysis of the Depression in Schizophrenia in China (DISC) study
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2021, 卷号: 294, 页码: 33-38
作者:
Li, Zezhi
;
Xue, Mei
;
Zhao, Lei
;
Zhou, Yongjie
;
Wu, Xi
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2021/10/29
Depression
Schizophrenia
Comorbidity
Prevalence
Associated factor1
Smoking Affects the Patterns of Metabolic Disorders and Metabolic Syndrome in Patients With First-Episode Drug-Naive Schizophrenia: A Large Sample Study Based on the Chinese Han Population
期刊论文
INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY, 2021, 卷号: 24, 期号: 10, 页码: 798-807
作者:
Li, Zezhi
;
Wang, Shuning
;
Chen, Yuping
;
Wu, Xi
;
Gu, Yinjun
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/12/09
Metabolic disorders
metabolic syndrome
schizophrenia
smoking
hReg-CNCC reconstructs a regulatory network in human cranial neural crest cells and annotates variants in a developmental context
期刊论文
COMMUNICATIONS BIOLOGY, 2021, 卷号: 4, 期号: 1, 页码: 16
作者:
Feng, Zhanying
;
Duren, Zhana
;
Xiong, Ziyi
;
Wang, Sijia
;
Liu, Fan
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  |  
浏览/下载:56/0
  |  
提交时间:2021/06/01
Fully convolutional network-based multi-output model for automatic segmentation of organs at risk in thorax
期刊论文
SCIENCE PROGRESS, 2021, 卷号: 104
作者:
Zhang, Jie
;
Yang, Yiwei
;
Shao, Kainan
;
Bai, Xue
;
Fang, Min
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  |  
浏览/下载:16/0
  |  
提交时间:2022/01/10
Fully convolutional network
multi-output architecture
organ at risk
automatic segmentation
thoracic radiotherapy
Associations of Vascular Risk Factors, APOE and TOMM40 Polymorphisms With Cognitive Function in Dementia-Free Chinese Older Adults: A Community-Based Study
期刊论文
FRONTIERS IN PSYCHIATRY, 2021, 卷号: 12, 页码: 10
作者:
Gui, Wenjun
;
Qiu, Chengxuan
;
Shao, Qi
;
Li, Juan
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/04/26
aging
vascular risk factors
APOE
TOMM40
cognitive function
population-based study
Stochastic Variance Reduced Gradient Methods Using a Trust-Region-Like Scheme
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2021, 卷号: 87, 期号: 1, 页码: 24
作者:
Yu, Tengteng
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Sun, Jie
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/04/26
Stochastic variance reduced gradient
Trust region
Barzilai-Borwein stepsizes
Mini-batches
Empirical risk minimization
90C06
90C30
90C90
90C25
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