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Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
作者:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
浏览  |  Adobe PDF(1954Kb)  |  收藏  |  浏览/下载：295/58  |  提交时间：2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载：424/105  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Predicting Individualized Clinical Measures by a Generalized Prediction Framework and Multimodal Fusion of MRI Data 期刊论文
NEUROIMAGE, 2017, 期号: 145, 页码: 218-229
作者:  Meng, Xing;  Jiang, Rongtao;  Lin, Dongdong;  Bustillo, Juan;  Jones, Thomas;  Chen, Jiayu;  Yu, Qingbao;  Du, Yuhui;  Zhang, Yu;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
浏览  |  Adobe PDF(1031Kb)  |  收藏  |  浏览/下载：250/89  |  提交时间：2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Multimodal fusion of brain imaging data: A key to finding the missing link (s) in complex mental illness 期刊论文
Biol Psychiatry Cogn Neurosci Neuroimaging., 2016, 卷号: 3, 期号: 1, 页码: 230-244
作者:  Vince D Calhoun;  Sui Jing(隋婧)
浏览  |  Adobe PDF(2991Kb)  |  收藏  |  浏览/下载：211/53  |  提交时间：2018/01/08
Data Fusion  Psychosis  Connectivity  Brain Function  Schizophrenia  Independent Component Analysis  
The effect of body-mind relaxation meditation induction on major depressive disorder: A resting-state fMRI study 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2015, 卷号: 2015, 期号: 183, 页码: 75-82
作者:  Chen, Fangfang;  Ly, Xueyu;  Fang, Jiliang;  Yu, Shan;  Sui, Jing;  Fan, Lingzhong;  Li, Tao;  Hong, Yang;  Wang, XiaoLing;  Wang, Weidong;  Jiang, Tianzi
浏览  |  Adobe PDF(1483Kb)  |  收藏  |  浏览/下载：343/71  |  提交时间：2015/09/17
Major Depressive Disorder  Body-mind Relaxation Meditation  Fmri  Cognitive Reappraisal  Medial Frontal Cortex  Orbitofrontal Cortex