Literature DB >> 28562172

Applying fMRI complexity analyses to the single subject: a case study for proposed neurodiagnostics.

Anca R Rădulescu1, Emily R Hannon2.   

Abstract

Nonlinear dynamic tools have been statistically validated at the group level to identify subtle differences in system wide regulation of brain meso-circuits, often increasing clinical sensitivity over conventional analyses alone. We explored the feasibility of extracting information at the single-subject level, illustrating two pairs of healthy individuals with psychological differences in stress reactivity. We applied statistical and nonlinear dynamic tools to capture key characteristics of the prefrontal-limbic loop. We compared single subject results with statistical results for the larger group. We concluded that complexity analyses may identify important differences at the single-subject level, supporting their potential towards neurodiagnostic applications.

Keywords:  Stress reactivity; fMRI; power spectrum scale invariance; principal components; single-subject analysis

Mesh:

Substances:

Year:  2017        PMID: 28562172     DOI: 10.1080/13554794.2017.1316410

Source DB:  PubMed          Journal:  Neurocase        ISSN: 1355-4794            Impact factor:   0.881


  1 in total

1.  A Systematic Review of Investigations into Functional Brain Connectivity Following Spinal Cord Injury.

Authors:  Alkinoos Athanasiou; Manousos A Klados; Niki Pandria; Nicolas Foroglou; Kyriaki R Kavazidi; Konstantinos Polyzoidis; Panagiotis D Bamidis
Journal:  Front Hum Neurosci       Date:  2017-10-25       Impact factor: 3.169

  1 in total

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