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Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia
Kuang, Li-Dan1; Lin, Qiu-Hua1; Gong, Xiao-Feng1; Cong, Fengyu2,3; Sui, Jing4,5,6; Calhoun, Vince D.6,7
Source PublicationJOURNAL OF NEUROSCIENCE METHODS
2018-07-01
Volume304Pages:24-38
SubtypeArticle
AbstractBackground: Component splitting at higher model orders is a widely accepted finding for independent component analysis (ICA) of functional magnetic resonance imaging (fMRI) data. However, our recent study found that intact components occurred with subcomponents at higher model orders.
KeywordIndependent Component Analysis (Ica) Complex-valued Fmri Data Model Order Component Splitting Phase Data Schizophrenia
WOS HeadingsScience & Technology ; Life Sciences & Biomedicine
DOI10.1016/j.jneumeth.2018.02.013
WOS KeywordINDEPENDENT COMPONENT ANALYSIS ; FUNCTIONAL NETWORK CONNECTIVITY ; BLIND SEPARATION ; VECTOR ANALYSIS ; IMAGING DATA ; GROUP PICA ; MRI DATA ; BRAIN ; BOLD ; BIPOLAR
Indexed BySCI
Language英语
Funding OrganizationNational Natural Science Foundation of China(61379012 ; "100 Talents Plan" of the Chinese Academy of Sciences ; Chinese Academy of Sciences(XDB02060005) ; National High Tech Development Plan (863 plan)(2015AA020513) ; NSF(0840895 ; NIH(R01EB005846 ; Fundamental Research Funds for the Central Universities (China)(DUT14RC(3)037) ; Supercomputing Center of Dalian University of Technology ; 61671106 ; 1539067 ; 5P20GM103472) ; 61331019 ; 0715022) ; 81471742 ; 81471367)
WOS Research AreaBiochemistry & Molecular Biology ; Neurosciences & Neurology
WOS SubjectBiochemical Research Methods ; Neurosciences
WOS IDWOS:000435622300003
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21817
Collection脑网络组研究中心
Affiliation1.Dalian Univ Technol, Fac Elect Informat & Elect Engn, Sch Informat & Commun Engn, Dalian 116024, Peoples R China
2.Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dept Biomed Engn, Dalian 116024, Peoples R China
3.Univ Jyvaskyla, Dept Math Informat Technol, Jyvaskyla, Finland
4.Chinese Acad Sci, Inst Automat, Brainnetome Ctr, Beijing 100190, Peoples R China
5.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
6.Mind Res Network, Albuquerque, NM 87106 USA
7.Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USA
Recommended Citation
GB/T 7714
Kuang, Li-Dan,Lin, Qiu-Hua,Gong, Xiao-Feng,et al. Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia[J]. JOURNAL OF NEUROSCIENCE METHODS,2018,304:24-38.
APA Kuang, Li-Dan,Lin, Qiu-Hua,Gong, Xiao-Feng,Cong, Fengyu,Sui, Jing,&Calhoun, Vince D..(2018).Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia.JOURNAL OF NEUROSCIENCE METHODS,304,24-38.
MLA Kuang, Li-Dan,et al."Model order effects on ICA of resting-state complex-valued fMRI data: Application to schizophrenia".JOURNAL OF NEUROSCIENCE METHODS 304(2018):24-38.
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