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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：342/107  |  提交时间：2022/06/06
schizophrenia  treatment prediction  XGBoost  polygenic risk score  magnetic resonance imaging  
Developing Neuroimaging Biomarker for Brain Diseases with a Machine Learning Framework and the Brainnetome Atlas 期刊论文
NEUROSCIENCE BULLETIN, 2021, 页码: 3
作者:  Shi, Weiyang;  Fan, Lingzhong;  Jiang, Tianzi
Adobe PDF(155Kb)  |  收藏  |  浏览/下载：287/40  |  提交时间：2021/08/15
Fine-Grained Topography and Modularity of the Macaque Frontal Pole Cortex Revealed by Anatomical Connectivity Profiles 期刊论文
NEUROSCIENCE BULLETIN, 2020, 页码: 20
作者:  He, Bin;  Cao, Long;  Xia, Xiaoluan;  Zhang, Baogui;  Zhang, Dan;  You, Bo;  Fan, Lingzhong;  Jiang, Tianzi
收藏  |  浏览/下载：209/0  |  提交时间：2021/01/06
Macaque  Frontal pole cortex  Anatomical connectivity profile  Parcellation  Neuroimaging  Principal component analysis  
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：403/81  |  提交时间：2020/06/22
Schizophrenia  polygenic risk score  hippocampus  grey matter volume  functional connectivity  
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;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：384/63  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population 期刊论文
EBIOMEDICINE, 2018, 卷号: 37, 期号: 2018, 页码: 471-482
作者:  Luo, Na;  Sui, Jing;  Chen, Jiayu;  Zhang, Fuquan;  Tian, Lin;  Lin, Dongdong;  Song, Ming;  Calhoun, Vince D.;  Cui, Yue;  Vergara, Victor M.;  Zheng, Fanfan;  Liu, Jingyu;  Yang, Zhenyi;  Zuo, Nianming;  Fan, Lingzhong;  Xu, Kaibin;  Liu, Shengfeng;  Li, Jian;  Xu, Yong;  Liu, Sha;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
浏览  |  Adobe PDF(3297Kb)  |  收藏  |  浏览/下载：440/90  |  提交时间：2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture 期刊论文
CEREBRAL CORTEX, 2016, 卷号: 26, 期号: 8, 页码: 3508-3526
作者:  Fan, Lingzhong;  Li, Hai;  Zhuo, Junjie;  Zhang, Yu;  Wang, Jiaojian;  Chen, Liangfu;  Yang, Zhengyi;  Chu, Congying;  Xie, Sangma;  Laird, Angela R.;  Fox, Peter T.;  Eickhoff, Simon B.;  Yu, Chunshui;  Jiang, Tianzi
Adobe PDF(2009Kb)  |  收藏  |  浏览/下载：767/200  |  提交时间：2016/12/26
Brain Atlas  Connectivity-based Parcellation  Diffusion Tensor Imaging  Functional Characterization  Resting-state Functional Connectivity  
Different interaction modes for the default mode network revealed by resting state functional magnetic resonance imaging 期刊论文
EUROPEAN JOURNAL OF NEUROSCIENCE, 2016, 卷号: 43, 期号: 1, 页码: 78-88
作者:  Zuo, Nianming;  Song, Ming;  Fan, Lingzhong;  Eickhoff, Simon B.;  Jiang, Tianzi
浏览  |  Adobe PDF(6024Kb)  |  收藏  |  浏览/下载：213/38  |  提交时间：2016/03/19
Default Mode Network  Functional Magnetic Resonance Imaging  Human  Linear  Nonlinear