Mutual Connectivity Analysis (MCA) Using Generalized Radial Basis Function Neural Networks for Nonlinear Functional Connectivity Network Recovery in Resting-State Functional MRI

We investigate the applicability of a computational framework, called mutual connectivity analysis (MCA), for directed functional connectivity analysis in both synthetic and resting-state functional MRI data. This framework comprises of first evaluating non-linear cross-predictability between every...

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Veröffentlicht in:Proc SPIE Int Soc Opt Eng
Hauptverfasser: DSouza, Adora M., Abidin, Anas Zainul, Nagarajan, Mahesh B., Wismüller, Axel
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5697798/
https://ncbi.nlm.nih.gov/pubmed/29170587
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2216900
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