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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：310/58  |  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：442/107  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Genetic Effects on Fine-Grained Human Cortical Regionalization 期刊论文
CEREBRAL CORTEX, 2016, 卷号: 26, 期号: 9, 页码: 3732-3743
作者:  Cui, Yue;  Liu, Bing;  Zhou, Yuan;  Fan, Lingzhong;  Li, Jin;  Zhang, Yun;  Wu, Huawang;  Hou, Bing;  Wang, Chao;  Zheng, Fanfan;  Qiu, Chengxiang;  Rao, Li-Lin;  Ning, Yuping;  Li, Shu;  Jiang, Tianzi
浏览  |  Adobe PDF(912Kb)  |  收藏  |  浏览/下载：425/99  |  提交时间：2016/03/31
Cortical Regionalization  Genetic Correlation  Genetics  Surface Area  Twins  
A Bayesian approach to distinguishing interdigitated tongue muscles from limited diffusion magnetic resonance imaging 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2015, 卷号: 45, 期号: 1, 页码: 63-74
作者:  Ye, Chuyang;  Murano, Erni;  Stone, Maureen;  Prince, Jerry L.;  Chuyang Ye
浏览  |  Adobe PDF(4919Kb)  |  收藏  |  浏览/下载：263/67  |  提交时间：2016/01/18
Diffusion Magnetic Resonance Imaging  Limited Gradient Directions  Sparse Reconstruction  Prior Directional Knowledge  Interdigitated Tongue Muscles  
KIBRA gene variants are associated with synchronization within the default-mode and executive control networks 期刊论文
NEUROIMAGE, 2013, 卷号: 69, 页码: 213-222
作者:  Wang, Dawei;  Liu, Bing;  Qin, Wen;  Wang, Junping;  Zhang, Yunting;  Jiang, Tianzi;  Yu, Chunshui
浏览  |  Adobe PDF(988Kb)  |  收藏  |  浏览/下载：251/71  |  提交时间：2015/08/12
Kibra  Episodic Memory  Executive Function  Resting State Network  Mri  
Default Network and Intelligence Difference 期刊论文
IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, 2009, 卷号: 1, 期号: 2, 页码: 101-109
作者:  Song, Ming;  Liu, Yong;  Zhou, Yuan;  Wang, Kun;  Yu, Chunshui;  Jiang, Tianzi
浏览  |  Adobe PDF(466Kb)  |  收藏  |  浏览/下载：204/63  |  提交时间：2015/08/12
Default Network  Functional Magnetic Resonance Imaging (Fmri)  Intelligence  Intrinsic Activity