A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia
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Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model.Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophreniaCombination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICAThe MCIC collection: a shared repository of multi-modal, multi-site brain image data from a clinical investigation of schizophrenia.Group sparse canonical correlation analysis for genomic data integration.Fusion analysis of functional MRI data for classification of individuals based on patterns of activation.Sparse models for correlative and integrative analysis of imaging and genetic dataDiffusion magnetic resonance imaging study of schizophrenia in the context of abnormal neurodevelopment using multiple site data in a Chinese Han population.Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data.Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness.A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function.Altered small-world brain networks in schizophrenia patients during working memory performance.Genetic associations of brain structural networks in schizophrenia: a preliminary studyEEG/fMRI fusion based on independent component analysis: integration of data-driven and model-driven methods.Fusion analysis of first episode depression: where brain shape deformations meet local composition of tissue.Alterations of Gray and White Matter Networks in Patients with Obsessive-Compulsive Disorder: A Multimodal Fusion Analysis of Structural MRI and DTI Using mCCA+jICA.Modular Organization of Functional Network Connectivity in Healthy Controls and Patients with Schizophrenia during the Resting State.Predicting drug-target interactions by dual-network integrated logistic matrix factorization.Multimodal population brain imaging in the UK Biobank prospective epidemiological study.Mental stress assessment using simultaneous measurement of EEG and fNIRS.Multimodal Fusion with Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia.Co-altered functional networks and brain structure in unmedicated patients with bipolar and major depressive disorders.Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of SchizophreniaA family of locally constrained CCA models for detecting activation patterns in fMRI.Neuroimaging paradigms for tonotopic mapping (I): the influence of sound stimulus type.Four-way multimodal fusion of 7 T imaging data using an mCCA+jICA model in first-episode schizophrenia.Linking left hemispheric tissue preservation to fMRI language task activation in chronic stroke patients.
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P2860
A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia
description
2010 nî lūn-bûn
@nan
2010 թուականի Յունուարին հրատարակուած գիտական յօդուած
@hyw
2010 թվականի հունվարին հրատարակված գիտական հոդված
@hy
2010年の論文
@ja
2010年論文
@yue
2010年論文
@zh-hant
2010年論文
@zh-hk
2010年論文
@zh-mo
2010年論文
@zh-tw
2010年论文
@wuu
name
A CCA+ICA based model for mult ...... s application to schizophrenia
@ast
A CCA+ICA based model for mult ...... s application to schizophrenia
@en
A CCA+ICA based model for mult ...... application to schizophrenia.
@nl
type
label
A CCA+ICA based model for mult ...... s application to schizophrenia
@ast
A CCA+ICA based model for mult ...... s application to schizophrenia
@en
A CCA+ICA based model for mult ...... application to schizophrenia.
@nl
prefLabel
A CCA+ICA based model for mult ...... s application to schizophrenia
@ast
A CCA+ICA based model for mult ...... s application to schizophrenia
@en
A CCA+ICA based model for mult ...... application to schizophrenia.
@nl
P2093
P2860
P50
P921
P1433
P1476
A CCA+ICA based model for mult ...... s application to schizophrenia
@en
P2093
Godfrey Pearlson
Honghui Yang
Tonya White
P2860
P304
P356
10.1016/J.NEUROIMAGE.2010.01.069
P407
P577
2010-01-28T00:00:00Z