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Discriminating Bipolar Disorder from Major Depression Based on Kernel Svm Using Functional Independent Components 会议论文
, Tokyo, Japan., 2017/9/25-28
作者:  Shuang Gao;  Elizabeth A Osuch;  Michael Wammes;  Jean Théberge;  Tianzi Jiang;  Vince D Calhoun;  Sui Jing(隋婧)
浏览  |  Adobe PDF(712Kb)  |  收藏  |  浏览/下载：290/87  |  提交时间：2018/03/09
Independent Component Analysis  Linear Subspace  Kernel Svm  Bipolar Disorder  Major Depression Disorder  Fmri Data  Schizophrenia  Unipolar  Amygdala  
Discriminating Bipolar Disorder from Major Depression Using Whole-Brain Functional Connectivity: A Feature Selection Analysis with Svm-Foba Algorithm 会议论文
, Boston, MA, USA, 2015/9/17-20
作者:  Nanfeng Jie;  Elizabeth A Osuch;  Maohu Xiao;  Xiaoying Ma;  Michael Wammes;  Tianzi Jiang;  Sui Jing(隋婧);  Vince D Calhoun
收藏  |  浏览/下载：130/0  |  提交时间：2018/03/09
Feature Selection  Svm-foba  Bipolar Disorder  Major Depression Disorder  Functional Connectivity  
Discriminating Bipolar Disorder from Major Depression using 期刊论文
Journal of Signal Processing Systems, 2016, 期号: 2016, 页码: 1-13
作者:  Nanfeng Jie;  Elizabeth A. Osuch;  Maohu Zhu;  Michael Wammes;  Xiaoying Ma;  Tianzi Jiang;  Sui Jing(隋婧);  Vince D. Calhoun
Adobe PDF(1305Kb)  |  收藏  |  浏览/下载：355/126  |  提交时间：2018/01/08
Feature Selection Svm-foba Bipolar Disorder Major Depression Disorder Functional Connectivity  
Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms 会议论文
, Melbourne, VIC, Australia, 2017-4-18
作者:  Benjamin S.C. Wade;  Sui Jing(隋婧);  Stephanie Njau;  Amber M. Leaver;  Megha Vasvada;  Boris A. Gutman;  Paul M. Thompson;  Randal Espinoza;  Roger P. Woods;  Christopher C. Abbott;  Katherine L. Narr;  Shantanu H. Joshi
浏览  |  Adobe PDF(1572Kb)  |  收藏  |  浏览/下载：315/78  |  提交时间：2018/01/08
Random Forest  Treatment Responseprediction  Shape Analysis  Major Depression  Electroconvulsive  
Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data 期刊论文
IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT, 2015, 卷号: 7, 期号: 4, 页码: 320-331
作者:  Jie, Nan-Feng;  Zhu, Mao-Hu;  Ma, Xiao-Ying;  Osuch, Elizabeth A.;  Wammes, Michael;  Theberge, Jean;  Li, Huan-Dong;  Zhang, Yu;  Jiang, Tian-Zi;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(1662Kb)  |  收藏  |  浏览/下载：365/65  |  提交时间：2016/01/22
Bipolar Disorder  Classification  Feature Selection  Major Depression  Multimodal Fusion