A reaction-diffusion model of the human brain development

J. Lefévre, J. F. Mangin
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引用次数: 49

Abstract

The anatomical variability of the human brain folds remains an unclear and challenging issue. Several hypotheses coexist for explaining the rapid development of cortical sulci and it is clear that understanding their variability would improve the comparison of anatomical and functional data across cohorts of subjects. In this article we propose to extend a model of cortical folding based on reaction-diffusion mechanisms. The originality of our approach lies in the fact that the surface on which these mechanisms take place is deformed iteratively and engenders geometric patterns that can be linked to cortical sulci. We show that some statistic properties of our model can reflect the variability of sulcal structures.
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人类大脑发育的反应-扩散模型
人类大脑褶皱的解剖学变异性仍然是一个不清楚和具有挑战性的问题。为了解释皮质脑沟的快速发展,有几种假设并存,很明显,理解它们的可变性将改善不同受试者群体间解剖和功能数据的比较。在本文中,我们提出了一个基于反应扩散机制的皮层折叠模型的扩展。我们方法的独创性在于,这些机制发生的表面是反复变形的,并产生与皮质沟有关的几何图案。结果表明,该模型的一些统计特性可以反映沟状结构的变异性。
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