k-Space based summary motion detection for functional magnetic resonance imaging.

Abstract:

:Functional MRI studies are very sensitive to motion; head movements of as little as 1-mm translations or 1 degrees rotations may cause spurious signals. An algorithm was developed that uses k-space MRI data to monitor subject motion during functional MRI time series. A k-space weighted average of squared difference between the initial scan and subsequent scans is calculated, which summarizes subject motion in a single quality parameter; however, the quality parameter cannot be used for motion correction. The evolution of this quality parameter throughout a time series indicates whether head motion is within a predetermined limit. Fifty functional MRI studies were used to calibrate the sensitivity of the algorithm, using the six rigid-body registration parameters (three translations and three rotations) from the statistical parametric mapping (SPM99) package as a reference. The average correlation coefficient between the new quality parameter and the reference value from SPM was 0.84. The simple algorithm correctly classified acceptable or excessive motion with 90% accuracy, with the remaining 10% being borderline cases. This method makes it possible to evaluate brain motion within seconds after a scan and to decide whether a study needs to be repeated.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Caparelli EC,Tomasi D,Arnold S,Chang L,Ernst T

doi

10.1016/S1053-8119(03)00339-2

keywords:

subject

Has Abstract

pub_date

2003-10-01 00:00:00

pages

1411-8

issue

2

eissn

1053-8119

issn

1095-9572

pii

S1053811903003392

journal_volume

20

pub_type

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