Comparison of phantom and registration scaling corrections using the ADNI cohort

被引:43
作者
Clarkson, Matthew J. [1 ,2 ]
Ourselin, Sebastien [1 ,2 ]
Nielsen, Casper [1 ]
Leung, Kelvin K. [1 ,2 ]
Barnes, Josephine [1 ]
Whitwell, Jennifer L. [3 ]
Gunter, Jeffrey L. [3 ]
Hill, Derek L. G. [2 ,4 ]
Weiner, Michael W. [5 ,6 ,7 ]
Jack, Clifford R., Jr. [3 ]
Fox, Nick C. [1 ]
机构
[1] UCL, Dementia Res Ctr, Inst Neurol, London WC1N 3BG, England
[2] UCL, CMIC, London WC1N 3BG, England
[3] Mayo Clin, Coll Med, Rochester, MN USA
[4] IXICO Ltd, London Biosci Innovat Ctr, London, England
[5] Univ Calif San Francisco, Vet Affairs Med Ctr, San Francisco, CA 94143 USA
[6] Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USA
[7] Univ Calif San Francisco, Dept Med & Psychiat, San Francisco, CA 94143 USA
关键词
Scanner drift; Registration; Brain atrophy; Boundary shift integral; Alzheimer's disease; OF-FREEDOM REGISTRATION; ALZHEIMERS-DISEASE; BRAIN ATROPHY; SERIAL MRI; IMAGE REGISTRATION; CEREBRAL ATROPHY; VOLUME CHANGES; PROGRESSION; RATES; ACCURATE;
D O I
10.1016/j.neuroimage.2009.05.045
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:1506 / 1513
页数:8
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