Back to Search Start Over

Comparison of phantom and registration scaling corrections using the ADNI cohort.

Authors :
Clarkson MJ
Ourselin S
Nielsen C
Leung KK
Barnes J
Whitwell JL
Gunter JL
Hill DL
Weiner MW
Jack CR Jr
Fox NC
Source :
NeuroImage [Neuroimage] 2009 Oct 01; Vol. 47 (4), pp. 1506-13. Date of Electronic Publication: 2009 May 27.
Publication Year :
2009

Abstract

Rates of brain atrophy derived from serial magnetic resonance (MR) studies may be used to assess therapies for Alzheimer's disease (AD). These measures may be confounded by changes in scanner voxel sizes. For this reason, the Alzheimer's Disease Neuroimaging Initiative (ADNI) included the imaging of a geometric phantom with every scan. This study compares voxel scaling correction using a phantom with correction using a 9 degrees of freedom (9DOF) registration algorithm. We took 129 pairs of baseline and 1-year repeat scans, and calculated the volume scaling correction, previously measured using the phantom. We used the registration algorithm to quantify any residual scaling errors, and found the algorithm to be unbiased, with no significant (p=0.97) difference between control (n=79) and AD subjects (n=50), but with a mean (SD) absolute volume change of 0.20 (0.20) % due to linear scalings. 9DOF registration was shown to be comparable to geometric phantom correction in terms of the effect on atrophy measurement and unbiased with respect to disease status. These results suggest that the additional expense and logistic effort of scanning a phantom with every patient scan can be avoided by registration-based scaling correction. Furthermore, based upon the atrophy rates in the AD subjects in this study, sample size requirements would be approximately 10-12% lower with (either) correction for voxel scaling than if no correction was used.

Details

Language :
English
ISSN :
1095-9572
Volume :
47
Issue :
4
Database :
MEDLINE
Journal :
NeuroImage
Publication Type :
Academic Journal
Accession number :
19477282
Full Text :
https://doi.org/10.1016/j.neuroimage.2009.05.045