A neonatal atlas template for spatial normalization of whole-brain magnetic resonance images of newborns: Preliminary results

被引:76
作者
Kazemi, Kamran [1 ]
Moghaddam, Hamid Abrishami
Grebe, Reinhard
Gondry-Jouet, Catherine
Wallois, Fabrice
机构
[1] Univ Picardie Jules Verne, Fac Med, GRAMFC, F-80036 Amiens, France
[2] KN Toosi Univ Technol, Fac Elect Engn, Tehran, Iran
[3] N Hosp, Dept Radiol, MRI Unit, GRAMFC, F-80056 Amiens, France
[4] N Hosp, Dept Radiol, Neuropediat Funct Explorat Unit, GRAMFC, F-80056 Amiens, France
关键词
neonate; MRI; spatial normalization; template; stereotaxic space;
D O I
10.1016/j.neuroimage.2007.05.004
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Commonly used brain templates are based on adults' or children's brains. In this study, we create a neonatal brain template. This becomes necessary because of the pronounced differences not only in size but even more importantly in geometrical proportions of the brains of adults and children as compared to the ones of newborns. The template is created based on high resolution T1 magnetic resonance images of 7 individuals with gestational ages between 39 and 42 weeks at the dates of examination. As usual, the created template presents two characteristics in a single image: an average intensity and an average shape. The normalization process to map subjects to the same space is done using SPM2 (Statistical Parametric Mapping) and its deformation toolbox. It consists of two steps: an affine and a nonlinear registration for global and local alignments, respectively. The template was evaluated by (i) study of anatomical local deviations and (W) amount of local deformations of brain tissues in normalized neonatal images. The extracted results were compared with the ones obtained by normalization using adult and pediatric templates. It was shown that the application of our neonatal brain template for alignment of neonatal images results in a pronounced increase in performance of the normalization procedure as indicated by reduction of deviation of anatomical equivalent structures. (c) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:463 / 473
页数:11
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