Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia
about
A review of multivariate analyses in imaging geneticsMulti-modal data fusion using source separation: Two effective models based on ICA and IVA and their propertiesCombination 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.Function-structure associations of the brain: evidence from multimodal connectivity and covariance studiesDiffusion magnetic resonance imaging study of schizophrenia in the context of abnormal neurodevelopment using multiple site data in a Chinese Han population.Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls.Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data.Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data.Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness.Linked alterations in gray and white matter morphology in adults with high-functioning autism spectrum disorder: a multimodal brain imaging studyHow can neuroimaging facilitate the diagnosis and stratification of patients with psychosis?Simultaneous changes in gray matter volume and white matter fractional anisotropy in Alzheimer's disease revealed by multimodal CCA and joint ICA.In search of multimodal neuroimaging biomarkers of cognitive deficits in schizophrenia.Dimensionality reduction-based fusion approaches for imaging and non-imaging biomedical data: concepts, workflow, and use-cases.Multivariate statistical analysis of diffusion imaging parameters using partial least squares: Application to white matter variations in Alzheimer's disease.Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance.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.Track-weighted dynamic functional connectivity (TW-dFC): a new method to study time-resolved functional connectivity.Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of SchizophreniaEnhancing Diffusion MRI Measures By Integrating Grey and White Matter Morphometry With Hyperbolic Wasserstein Distance.Schizophrenia Shows Disrupted Links between Brain Volume and Dynamic Functional Connectivity.Four-way multimodal fusion of 7 T imaging data using an mCCA+jICA model in first-episode schizophrenia.Multimodal neural correlates of cognitive control in the Human Connectome Project.Multimodal canonical correlation reveals converging neural circuitry across trauma-related disorders of affect and cognition
P2860
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P2860
Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia
description
2012 nî lūn-bûn
@nan
2012 թուականի Հոկտեմբերին հրատարակուած գիտական յօդուած
@hyw
2012 թվականի հոտեմբերին հրատարակված գիտական հոդված
@hy
2012年の論文
@ja
2012年論文
@yue
2012年論文
@zh-hant
2012年論文
@zh-hk
2012年論文
@zh-mo
2012年論文
@zh-tw
2012年论文
@wuu
name
Three-way (N-way) fusion of br ...... o discriminating schizophrenia
@ast
Three-way (N-way) fusion of br ...... o discriminating schizophrenia
@en
type
label
Three-way (N-way) fusion of br ...... o discriminating schizophrenia
@ast
Three-way (N-way) fusion of br ...... o discriminating schizophrenia
@en
prefLabel
Three-way (N-way) fusion of br ...... o discriminating schizophrenia
@ast
Three-way (N-way) fusion of br ...... o discriminating schizophrenia
@en
P2093
P2860
P50
P1433
P1476
Three-way (N-way) fusion of br ...... o discriminating schizophrenia
@en
P2093
Bryon A Mueller
Eduardo Castro
Godfrey D Pearlson
Kent A Kiehl
Tonya White
Vince P Clark
P2860
P304
P356
10.1016/J.NEUROIMAGE.2012.10.051
P407
P577
2012-10-26T00:00:00Z