The distribution of BOLD susceptibility effects in the brain is non-Gaussian

Stephen José Hanson, Benjamin Martin Bly

Research output: Contribution to journalArticle

19 Citations (Scopus)

Abstract

A key assumption underlying fMRI analysis in the general linear model is that the underlying distribution of BOLD Susceptibility is gaussian. Analysis of several common data sets and experimental paradigms shows that the underlying distribution for the BOLD signal is non-Gaussian. Further identification shows that the distribution is probably Gamma and implications for hemodynamic modeling are discussed as well as recommendations concerning inferential testing in heavy-tailed environments.

Original languageEnglish (US)
Pages (from-to)1971-1977
Number of pages7
JournalNeuroReport
Volume12
Issue number9
DOIs
StatePublished - Jul 3 2001

Fingerprint

Linear Models
Hemodynamics
Magnetic Resonance Imaging
Brain
Datasets

All Science Journal Classification (ASJC) codes

  • Neuroscience(all)

Keywords

  • BOLD susceptibility
  • Brain mapping
  • Neuroimaging
  • SPM
  • fMRI analysis

Cite this

Hanson, Stephen José ; Bly, Benjamin Martin. / The distribution of BOLD susceptibility effects in the brain is non-Gaussian. In: NeuroReport. 2001 ; Vol. 12, No. 9. pp. 1971-1977.
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The distribution of BOLD susceptibility effects in the brain is non-Gaussian. / Hanson, Stephen José; Bly, Benjamin Martin.

In: NeuroReport, Vol. 12, No. 9, 03.07.2001, p. 1971-1977.

Research output: Contribution to journalArticle

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