Skip to main content
Journal cover image

Striving toward translation: strategies for reliable fMRI measurement.

Publication ,  Journal Article
Elliott, ML; Knodt, AR; Hariri, AR
Published in: Trends in cognitive sciences
September 2021

fMRI has considerable potential as a translational tool for understanding risk, prioritizing interventions, and improving the treatment of brain disorders. However, recent studies have found that many of the most widely used fMRI measures have low reliability, undermining this potential. Here, we argue that many fMRI measures are unreliable because they were designed to identify group effects, not to precisely quantify individual differences. We then highlight four emerging strategies [extended aggregation, reliability modeling, multi-echo fMRI (ME-fMRI), and stimulus design] that build on established psychometric properties to generate more precise and reliable fMRI measures. By adopting such strategies to improve reliability, we are optimistic that fMRI can fulfill its potential as a clinical tool.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

Trends in cognitive sciences

DOI

EISSN

1879-307X

ISSN

1364-6613

Publication Date

September 2021

Volume

25

Issue

9

Start / End Page

776 / 787

Related Subject Headings

  • Reproducibility of Results
  • Magnetic Resonance Imaging
  • Individuality
  • Humans
  • Experimental Psychology
  • Brain Mapping
  • Brain
  • 5204 Cognitive and computational psychology
  • 5203 Clinical and health psychology
  • 17 Psychology and Cognitive Sciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Elliott, M. L., Knodt, A. R., & Hariri, A. R. (2021). Striving toward translation: strategies for reliable fMRI measurement. Trends in Cognitive Sciences, 25(9), 776–787. https://doi.org/10.1016/j.tics.2021.05.008
Elliott, Maxwell L., Annchen R. Knodt, and Ahmad R. Hariri. “Striving toward translation: strategies for reliable fMRI measurement.Trends in Cognitive Sciences 25, no. 9 (September 2021): 776–87. https://doi.org/10.1016/j.tics.2021.05.008.
Elliott ML, Knodt AR, Hariri AR. Striving toward translation: strategies for reliable fMRI measurement. Trends in cognitive sciences. 2021 Sep;25(9):776–87.
Elliott, Maxwell L., et al. “Striving toward translation: strategies for reliable fMRI measurement.Trends in Cognitive Sciences, vol. 25, no. 9, Sept. 2021, pp. 776–87. Epmc, doi:10.1016/j.tics.2021.05.008.
Elliott ML, Knodt AR, Hariri AR. Striving toward translation: strategies for reliable fMRI measurement. Trends in cognitive sciences. 2021 Sep;25(9):776–787.
Journal cover image

Published In

Trends in cognitive sciences

DOI

EISSN

1879-307X

ISSN

1364-6613

Publication Date

September 2021

Volume

25

Issue

9

Start / End Page

776 / 787

Related Subject Headings

  • Reproducibility of Results
  • Magnetic Resonance Imaging
  • Individuality
  • Humans
  • Experimental Psychology
  • Brain Mapping
  • Brain
  • 5204 Cognitive and computational psychology
  • 5203 Clinical and health psychology
  • 17 Psychology and Cognitive Sciences