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Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:  Na Luo;  Weiyang Shi;  Zhengyi Yang;  Ming Song;  Tianzi Jiang
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/23
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
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：3/0  |  提交时间：2024/04/23
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
Unruptured brain arteriovenous malformations causing seizures localize to one common brain network 期刊论文
JOURNAL OF NEUROSCIENCE RESEARCH, 2022, 页码: 11
作者:  Zhao, Shao-Zhi;  Zhao, Yu-Xin;  Liao, Xiao-Hua;  Huo, Ran;  Li, Hao;  Jiao, Yu-Ming;  Weng, Jian-Cong;  Wang, Jie;  Liu, Bing;  Cao, Yong
Adobe PDF(1891Kb)  |  收藏  |  浏览/下载：215/39  |  提交时间：2022/12/27
brain arteriovenous malformations  lesion network mapping  seizures  voxel-based lesion-symptom mapping  
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;  Du, Boqi;  Deng, Xiaoxiang;  Ji, Feng;  Li, Jin;  Dong, Qi;  Chen, Chuansheng;  Li, Jun
收藏  |  浏览/下载：167/0  |  提交时间：2022/11/14
Schizophrenia  Working memory training  fMRI  Plasticity  Gene  Polymorphism  
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：433/147  |  提交时间：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
Orbitofrontal cortex volume links polygenic risk for smoking with tobacco use in healthy adolescents 期刊论文
PSYCHOLOGICAL MEDICINE, 2022, 卷号: 52, 期号: 6, 页码: 1175-1182
作者:  Li, Jin;  Liu, Bing;  Banaschewski, Tobias;  Bokde, Arun L. W.;  Quinlan, Erin Burke;  Desrivieres, Sylvane;  Flor, Herta;  Frouin, Vincent;  Garavan, Hugh;  Gowland, Penny;  Heinz, Andreas;  Ittermann, Bernd;  Martinot, Jean-Luc;  Artiges, Eric;  Nees, Frauke;  Orfanos, Dimitri Papadopoulos;  Paus, Tomas;  Poustka, Luise;  Hohmann, Sarah;  Froehner, Juliane H.;  Smolka, Michael N.;  Walter, Henrik;  Whelan, Robert;  Schumann, Gunter;  Jiang, Tianzi
收藏  |  浏览/下载：171/0  |  提交时间：2022/11/14
Cortical volume  orbitofrontal cortex  polygenic risk score  smoking  tobacco use  
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：337/107  |  提交时间：2022/06/06
schizophrenia  treatment prediction  XGBoost  polygenic risk score  magnetic resonance imaging  
A Pathway-Specific Polygenic Risk Score Is Associated with Tau Pathology and Cognitive Decline 期刊论文
JOURNAL OF ALZHEIMERS DISEASE, 2022, 卷号: 85, 期号: 4, 页码: 1745-1754
作者:  Sun, Yuqing;  Wang, Meng;  Zhao, Yuxin;  Hu, Ke;  Liu, Yong;  Liu, Bing
Adobe PDF(695Kb)  |  收藏  |  浏览/下载：308/41  |  提交时间：2022/06/06
Alzheimer's disease  cognitive function genetic risk scores  pathway  tau  
Quantitative Radiomic Features as New Biomarkers for Alzheimer's Disease: An Amyloid PET Study 期刊论文
CEREBRAL CORTEX, 2021, 卷号: 31, 期号: 8, 页码: 3950-3961
作者:  Ding, Yanhui;  Zhao, Kun;  Che, Tongtong;  Du, Kai;  Sun, Hongzan;  Liu, Shu;  Zheng, Yuanjie;  Li, Shuyu;  Liu, Bing;  Liu, Yong
收藏  |  浏览/下载：208/0  |  提交时间：2021/11/02
Alzheimer's disease  biomarker  machine learning  prediction  quantitative radiomic features  
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
收藏  |  浏览/下载：195/0  |  提交时间：2021/12/28
Schizophrenia  Classification  Structural magnetic resonance imaging  Gray matter volume  Polygenic risk score  Machine learning