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■ Abbreviation / Long Form : GIG-ICA / group information guided ICA

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Total Number of Papers: 9
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Abbreviation:   GIG-ICA  (>> Co-occurring Abbreviation)
Long Form:   group information guided ICA
 Abbreviation Variation
 Long Form Variation
 Pair(Abbreviation/Long Form) Variation
No. Year Title Co-occurring Abbreviation
2021 SMART (splitting-merging assisted reliable) Independent Component Analysis for Brain Functional Networks. fMRI, ICA, SMART, SMs
2021 Towards data-driven group inferences of resting-state fMRI data in rodents: Comparison of group ICA, GIG-ICA, and IVA-GL. GICA, IVA, rs-fMRI
2019 Group ICA for identifying biomarkers in schizophrenia: 'Adaptive' networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression. FNC, GICA, HCs, STR, SVM, SZs
2017 Biclustered Independent Component Analysis for Complex Biomarker and Subtype Identification from Structural Magnetic Resonance Images in Schizophrenia. GMC, PANSS, SBM, SZ
2017 Dynamic functional connectivity impairments in early schizophrenia and clinical high-risk for psychosis. CHR, dFC, ESZ, fMRI, HCs
2016 Artifact removal in the context of group ICA: A comparison of single-subject and group approaches. ICA, IRPG
2015 Brain functional networks extraction based on fMRI artifact removal: Single subject and group approaches. ICA, ICs, TRPG
2015 Exploring difference and overlap between schizophrenia, schizoaffective and bipolar disorders using resting-state brain functional networks. ---
2012 Group information guided ICA for fMRI data analysis. GICs, ICA, ICA-R, ICs