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科研机构
自动化研究所 [5]
兰州大学 [1]
内容类型
期刊论文 [4]
会议论文 [2]
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2020 [1]
2017 [1]
2016 [2]
2015 [2]
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imaging te... [1]
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NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders
期刊论文
NEUROIMAGE-CLINICAL, 2020, 卷号: 28, 页码: 19
作者:
Du, Yuhui
;
Fu, Zening
;
Sui, Jing
;
Gao, Shuang
;
Xing, Ying
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/01
fMRI
Independent component analysis
Brain disorders
Reproducible and comparable biomarkers
NeuroMark
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
收藏
  |  
浏览/下载:17/0
  |  
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
期刊论文
Journal of Signal Processing Systems, 2016, 页码: 1-13
作者:
Jie, Nan-Feng
;
Osuch, Elizabeth A.
;
Zhu, Mao-Hu
;
Wammes, Michael
;
Ma, Xiao-Ying
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2017/01/16
Feature extraction
Algorithms
Biomarkers
Neuroimaging
Statistical methods
Bipolar disorder
Feature selection algorithm
Feature selection methods
Functional connectivity
Leave-one-out cross validations
Major depressions
Major depressive disorder (MDD)
SVM-FoBa
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
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2018/01/08
Feature Selection Svm-foba Bipolar Disorder Major Depression Disorder Functional Connectivity
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
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2016/01/22
Bipolar disorder
classification
feature selection
major depression
multimodal fusion
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
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2018/03/09
Feature Selection
Svm-foba
Bipolar Disorder
Major Depression Disorder
Functional Connectivity
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