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基于影像基因组学的脑结构与精神健康的关联机制研究 学位论文
, 2024
作者:  胡珂
Adobe PDF(17570Kb)  |  收藏  |  浏览/下载：29/1  |  提交时间：2024/06/04
精神健康  脑结构  影像基因组学  全基因组关联分析  因果关系  
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;  Wei Shao;  Xiao-Ke Hao;  Dao-Qiang Zhang
Adobe PDF(2285Kb)  |  收藏  |  浏览/下载：51/13  |  提交时间：2024/04/23
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
基于磁共振影像与多组学数据解析精神分裂症功能失连接生物学机制的研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
作者:  王萌
Adobe PDF(7219Kb)  |  收藏  |  浏览/下载：317/10  |  提交时间：2022/06/16
精神分裂症  磁共振影像  多组学  跨尺度  失连接  
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;  Jiang, Tianzi;  Liu, Bing
Adobe PDF(822Kb)  |  收藏  |  浏览/下载：396/122  |  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;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Wu, Huawang;  Ning, Yuping;  Jiang, Tianzi;  Liu, Bing
Adobe PDF(999Kb)  |  收藏  |  浏览/下载：263/17  |  提交时间：2021/12/28
Schizophrenia  Classification  Structural magnetic resonance imaging  Gray matter volume  Polygenic risk score  Machine learning  
MIR137polygenic risk is associated with schizophrenia and affects functional connectivity of the dorsolateral prefrontal cortex 期刊论文
PSYCHOLOGICAL MEDICINE, 2020, 卷号: 50, 期号: 9, 页码: 1510-1518
作者:  Liu, Shu;  Li, Ang;  Liu, Yong;  Li, Jin;  Wang, Meng;  Sun, Yuqing;  Qin, Wen;  Yu, Chunshui;  Jiang, Tianzi;  Liu, Bing
浏览  |  Adobe PDF(517Kb)  |  收藏  |  浏览/下载：391/107  |  提交时间：2020/08/31
Dorsolateral prefrontal cortex  functional connectivity  microRNA-137  polygenic risk score  schizophrenia  
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;  Sun, Yuqing;  Fan, Lingzhong;  Song, Ming;  Xu, Kaibin;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Zhang, Dai;  Jiang, Tianzi;  Liu, Bing
浏览  |  Adobe PDF(592Kb)  |  收藏  |  浏览/下载：463/90  |  提交时间：2020/06/22
Schizophrenia  polygenic risk score  hippocampus  grey matter volume  functional connectivity  
Analyzing the dynamic sectoral influence in Chinese and American stock markets 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 536, 页码: 15
作者:  Tian, Hu;  Zheng, Xiaolong;  Zeng, Daniel Danjun
Adobe PDF(2694Kb)  |  收藏  |  浏览/下载：330/35  |  提交时间：2020/03/30
Sectoral influence  Multi-time scales  Causal network  Granger causality  Empirical mode decomposition  
Effect of the SIRT1 gene on regional cortical grey matter density in the Han Chinese population 期刊论文
The British Journal of Psychiatry, 2018, 期号: 2018, 页码: 1-5
作者:  Rao, Shuquan;  Luo, Na;  Sui, Jing;  Xu, Qi;  Zhang, Fuquan
浏览  |  Adobe PDF(352Kb)  |  收藏  |  浏览/下载：370/112  |  提交时间：2020/01/14
SIRT1  sMRI  grey matter density.  
MIR137 polygenic risk is associated with schizophrenia and affects functional connectivity of the dorsolateral prefrontal cortex 期刊论文
Psychological Medicine, 2019, 期号: 无, 页码: 无
作者:  Liu Shu;  Li Ang;  Liu Yong;  Li Jin;  Wang Meng;  Sun Yuqing;  Qin Wen;  Yu Chunshui;  Jiang Tianzi;  Liu Bing
浏览  |  Adobe PDF(850Kb)  |  收藏  |  浏览/下载：388/132  |  提交时间：2019/06/18
Dorsolateral Prefrontal Cortex  Functional Connectivity  Microrna-137  Polygenic Risk Score  Schizophrenia