Prospective slice-by-slice motion correction reduces false positive activations in fMRI with task-correlated motion

Neuroimage. 2014 Jan 1:84:124-32. doi: 10.1016/j.neuroimage.2013.08.006. Epub 2013 Aug 15.

Abstract

Objective: We aimed to test the hypothesis that slice-by-slice prospective motion correction at 7T using an optical tracking system reduces the rate of false positive activations in an fMRI group study with a paradigm that involves task-correlated motion.

Materials and methods: Brain activation during right leg movement was measured using a block design on 15 volunteers, with and without prospective motion correction. Clearly erroneous activations were compared between both cases, at the individual level. Additionally, conventional group analysis was performed.

Results: The number of falsely activated voxels with T-values higher than 5 was reduced by 48% using prospective motion correction alone, without additional retrospective realignment. In the group analysis, the statistical power was increased - the peak T-value was 26% greater, and the number of voxels in the cluster representing the right leg was increased by a factor of 9.3.

Conclusion: Slice-by-slice prospective motion correction in fMRI studies with task-correlated motion can substantially reduce false positive activations and increase statistical power.

Keywords: False positive activations; Magnetic resonance imaging; Optical motion tracking; Prospective motion correction; fMRI.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms*
  • Artifacts*
  • Brain Mapping / methods*
  • Female
  • Humans
  • Image Enhancement / methods*
  • Image Interpretation, Computer-Assisted / methods*
  • Leg / physiology
  • Magnetic Resonance Imaging / methods*
  • Male
  • Motion
  • Movement / physiology*
  • Prospective Studies
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Statistics as Topic
  • Task Performance and Analysis
  • Young Adult