Symmetric diffeomorphic modeling of longtudinal structural MRI

被引:242
作者
Ashburner, John [1 ]
Ridgway, Gerard R. [1 ]
机构
[1] UCL, Inst Neurol, Wellcome Trust Ctr Neuroimaging, London WC1N 3BG, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
diffeommphisms; geodesic shooting; shape modeling; non-linear registration; longitudinal registration; inverse consistency; symmetry; transitivity; IMAGE REGISTRATION; NONRIGID REGISTRATION; ACCURATE; VOLUME;
D O I
10.3389/fnins.2012.00197
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
This technology report describes the longitudinal registration approach that we intend to incorporate into SPM12. It essentially describes a group-wise intra-subject modeling framework, which combines diffeomorphic and rigid-body registration, incorporating a correction for the intensity inhomogeneity artifact usually seen in MRI data. Emphasis is placed on achieving internal consistency and accounting for many of the mathematical subtleties that most implementations overlook. The implementation was evaluated using examples from the OASIS Longitudinal MRI Data in Non-demented and Demented Older Adults.
引用
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页数:19
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