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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
Adobe PDF(2285Kb)  |  收藏  |  浏览/下载:224/80  |  提交时间:2023/01/18
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
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;  Li, Jin;  Cheng, Luqi;  Chu, Congying;  Song, Ming;  Sui, Jing;  Luo, Na;  Cui, Yue;  Dong, Zhenwei;  Lu, Yuheng;  Ma, Yawei;  Ma, Liang;  Li, Kaixin;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
Adobe PDF(4129Kb)  |  收藏  |  浏览/下载:423/147  |  提交时间:2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
Reduced Gray Matter Volume in Orbitofrontal Cortex Across Schizophrenia, Major Depressive Disorder, and Bipolar Disorder: A Comparative Imaging Study 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 8
作者:  Yang, Yongfeng;  Li, Xue;  Cui, Yue;  Liu, Kang;  Qu, Haoyang;  Lu, Yanli;  Li, Wenqiang;  Zhang, Luwen;  Zhang, Yan;  Song, Jinggui;  Lv, Luxian
收藏  |  浏览/下载:178/0  |  提交时间:2022/07/25
schizophrenia  major depressive disorder  bipolar disorder  gray matter volume (GMV)  psychopathology  
Altered Brain Morphometry in Cerebral Small Vessel Disease With Cerebral Microbleeds: An Investigation Combining Univariate and Multivariate Pattern Analyses 期刊论文
FRONTIERS IN NEUROLOGY, 2022, 卷号: 13, 页码: 12
作者:  Li, Jing;  Wen, Hongwei;  Wang, Shengpei;  Che, Yena;  Zhang, Nan;  Guo, Lingfei
收藏  |  浏览/下载:154/0  |  提交时间:2022/06/06
cerebral small vessel disease  cerebral microbleeds  gray matter volume  white matter volume  multivariate pattern analysis  
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:323/106  |  提交时间:2022/06/06
schizophrenia  treatment prediction  XGBoost  polygenic risk score  magnetic resonance imaging  
Structural and Functional Brain Abnormalities in Human Immunodeficiency Virus Disease Revealed by Multimodal Magnetic Resonance Imaging Fusion: Association With Cognitive Functio 期刊论文
Clinical Infectious Diseases, 2021, 卷号: 73, 期号: 7, 页码: e2287–93
作者:  Sui Jing;  Li Xiang;  Bell Ryan;  Towe Sheri;  Gadde Syam;  Chen Nan-kuei;  Meade Christina
Adobe PDF(1246Kb)  |  收藏  |  浏览/下载:105/33  |  提交时间:2023/05/16
The relevance of transdiagnostic shared networks to the severity of symptoms and cognitive deficits in schizophrenia: a multimodal brain imaging fusion study 期刊论文
TRANSLATIONAL PSYCHIATRY, 2020, 卷号: 10, 期号: 1, 页码: 10
作者:  Qi, Shile;  Bustillo, Juan;  Turner, Jessica A.;  Jiang, Rongtao;  Zhi, Dongmei;  Fu, Zening;  Deramus, Thomas P.;  Vergara, Victor;  Ma, Xiaohong;  Yang, Xiao;  Stevens, Mike;  Zhuo, Chuanjun;  Xu, Yong;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(2715Kb)  |  收藏  |  浏览/下载:321/53  |  提交时间:2020/06/22
schizophrenia  multimodal fusion  
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:383/80  |  提交时间:2020/06/22
Schizophrenia  polygenic risk score  hippocampus  grey matter volume  functional connectivity  
Age-related structural and functional variations in 5,967 individuals across the adult lifespan 期刊论文
Human Brain Mapping, 2020, 卷号: 41, 期号: 7, 页码: 1725-1737
作者:  Luo, Na;  Sui, Jing;  Anees Abrol;  Lin, Dongdong;  Chen, Jiayu;  Victor M. Vergara;  Fu, Zening;  Du, Yuhui;  Eswar Damaraju;  Xu, Yong;  Jessica A. Turner;  Vince D. Calhoun
Adobe PDF(3996Kb)  |  收藏  |  浏览/下载:423/165  |  提交时间:2020/01/14
adult lifespan, age-related variations, functional network connectivity, independent component analysis, multivariate linear regression model, structural network correlation  
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;  Liu, Wen-Ming;  Wang, Liu-Xian;  Tian, Ping;  Kang, Xiao-Wei;  Cui, Long-Biao;  Xi, Yi-Bin;  Yin, Hong
收藏  |  浏览/下载:229/0  |  提交时间:2019/12/16
Schizophrenia  Voxel-based morphometry  Antipsychotics  Magnetic resonance imaging  First-episode  Gray matter volume