Literature DB >> 19477282

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

Matthew J Clarkson1, Sébastien Ourselin, Casper Nielsen, Kelvin K Leung, Josephine Barnes, Jennifer L Whitwell, Jeffrey L Gunter, Derek L G Hill, Michael W Weiner, Clifford R Jack, Nick C Fox.   

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.

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Year:  2009        PMID: 19477282      PMCID: PMC2800076          DOI: 10.1016/j.neuroimage.2009.05.045

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  39 in total

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4.  MRI as a biomarker of disease progression in a therapeutic trial of milameline for AD.

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  28 in total

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Journal:  Alzheimers Dement       Date:  2011-11-02       Impact factor: 21.566

Review 4.  Integrating ADNI results into Alzheimer's disease drug development programs.

Authors:  Jeffrey L Cummings
Journal:  Neurobiol Aging       Date:  2010-05-05       Impact factor: 4.673

5.  Sex and age differences in atrophic rates: an ADNI study with n=1368 MRI scans.

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8.  Unbiased tensor-based morphometry: improved robustness and sample size estimates for Alzheimer's disease clinical trials.

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9.  Design, manufacture, and analysis of customized phantoms for enhanced quality control in small animal MRI systems.

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10.  Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: an ADNI study of 515 subjects.

Authors:  Xue Hua; Suh Lee; Igor Yanovsky; Alex D Leow; Yi-Yu Chou; April J Ho; Boris Gutman; Arthur W Toga; Clifford R Jack; Matt A Bernstein; Eric M Reiman; Danielle J Harvey; John Kornak; Norbert Schuff; Gene E Alexander; Michael W Weiner; Paul M Thompson
Journal:  Neuroimage       Date:  2009-07-14       Impact factor: 6.556

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