Literature DB >> 25570571

A method for functional network connectivity using distance correlation.

Jorge Rudas, Javier Guaje, Athena Demertzi, Lizette Heine, Luaba Tshibanda, Andrea Soddu, Steven Laureys, Francisco Gomez.   

Abstract

In this paper, we present a novel approach for functional network connectivity in fMRI resting activity using distance correlation. The proposed method accounts for nonlinear relationships between the resting state networks and can be used for both single subject and group level analyses. We showed that the new strategy improves the capacity of characterization of pathological populations, such as, patients with disorder of consciousness, when compared to related approaches.

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Year:  2014        PMID: 25570571     DOI: 10.1109/EMBC.2014.6944203

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  Structural and functional connectivity of ascending reticular activating system in a patient with impaired consciousness after a cardiac arrest: A case report.

Authors:  Alejandra M Parra-Morales; Jorge Rudas; Jorge A Vargas; Francisco Gómez; Cesar O Enciso-Olivera; Diana Trujillo-Rodriguez; Darwin Martínez; José Hernandez; Edgar G Ordóñez-Rubiano; Jorge H Marín-Muñoz
Journal:  Medicine (Baltimore)       Date:  2019-05       Impact factor: 1.817

2.  Reconfiguration of large-scale functional connectivity in patients with disorders of consciousness.

Authors:  Darwin E Martínez; Jorge Rudas; Athena Demertzi; Vanessa Charland-Verville; Andrea Soddu; Steven Laureys; Francisco Gómez
Journal:  Brain Behav       Date:  2019-11-26       Impact factor: 2.708

  2 in total

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