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Brain imaging-based machine learning in autism spectrum disorder: methods and applications 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 109271
作者:  Xu, Ming;  Calhoun, Vince;  Jiang, Rongtao;  Yan, Weizheng;  Sui, Jing
Adobe PDF(5520Kb)  |  收藏  |  浏览/下载：305/2  |  提交时间：2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI  
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
浏览  |  Adobe PDF(1305Kb)  |  收藏  |  浏览/下载：380/138  |  提交时间：2018/01/08
Feature Selection Svm-foba Bipolar Disorder Major Depression Disorder Functional Connectivity  
Adaptive Learning Algorithm for Pattern Classification 会议论文
IEEE International Conference on Information and Automation, Yinchuan, China, 2013
作者:  Zhu, Maohu;  Jie, Nanfeng;  Jiang, Tianzi
浏览  |  Adobe PDF(427Kb)  |  收藏  |  浏览/下载：286/84  |  提交时间：2016/01/22
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：394/74  |  提交时间：2016/01/22
Bipolar Disorder  Classification  Feature Selection  Major Depression  Multimodal Fusion  
Identifying intrinsic connectivity network pattern during propofol-induced loss of consciousness: a multivariate analysis 会议论文
ICBISP conference proceedings, 北京, 2015-11-19
作者:  Li, Huandong;  Liu, Xiaoyuan;  Jie, Nanfeng;  Zhu, Maohu;  Jiang, Tianzi
Adobe PDF(407Kb)  |  收藏  |  浏览/下载：370/75  |  提交时间：2016/01/21
Propofol  Functional Mri  Svm-foba  Feature Selection  Consciousness  
Automatic Classification of Schizophrenia using Resting-state Functional Language Network via An Adaptive Learning Algorithm 会议论文
SPIE Medical Imaging, San Diego, CA , United States, 2014
作者:  Zhu, Maohu;  Jie, Nanfeng;  Jiang, Tianzi
Adobe PDF(504Kb)  |  收藏  |  浏览/下载：325/71  |  提交时间：2015/08/19