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Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data.
Du Y, Lin D, Yu Q, Sui J, Chen J, Rachakonda S, Adali T, Calhoun VD. Du Y, et al. Front Neurosci. 2017 May 19;11:267. doi: 10.3389/fnins.2017.00267. eCollection 2017. Front Neurosci. 2017. PMID: 28579940 Free PMC article.
Both methods are promising in neuroimaging study and showed a better performance than the traditional GICA. However, the difference between IVA and GIG-ICA has not been well studied. A detailed comparison between them is demanded to provide guidance fo …
Both methods are promising in neuroimaging study and showed a better performance than the traditional GICA. However, the difference between …
Towards data-driven group inferences of resting-state fMRI data in rodents: Comparison of group ICA, GIG-ICA, and IVA-GL.
To XV, Vegh V, Nasrallah FA. To XV, et al. J Neurosci Methods. 2022 Jan 15;366:109411. doi: 10.1016/j.jneumeth.2021.109411. Epub 2021 Nov 15. J Neurosci Methods. 2022. PMID: 34793852
NEW METHOD: In this work, GICA, GIG-ICA, and IVA-GL analysis methods were applied to rsfMRI data acquired from 9 mice under different doses of medetomidine (0.1 - 0.3 mg/kg/h) in the before and after forepaw stimulation, and their performance was compared to …
NEW METHOD: In this work, GICA, GIG-ICA, and IVA-GL analysis methods were applied to rsfMRI data acquired from 9 mice u …