INSERM - Institut National de la Santé et de la Recherche Médicale : U1228, Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
UBO - Université de Brest (Université de Bretagne Occidentale - 3 Rue des Archives 29238, Brest - France)
Abstract : The study of brain development provides insights in the normal trend of brain evolution and enables early detection of abnormalities. We propose a method to quantify brain growth in three arbitrary orthogonal directions of the brain through linear registration. We introduce a 9 degrees of freedom transformation that gives the opportunity to extract scaling factors describing brain growth along those directions by registering a database of subjects in a common basis. We apply this framework to create a longitudinal curve of scaling ratios along fixed orthogonal directions from 0 to 16 years highlighting anisotropic brain development.
https://www.hal.inserm.fr/inserm-01871274
Contributor : Antoine Legouhy
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Submitted on : Monday, September 10, 2018 - 3:31:01 PM
Last modification on : Friday, September 13, 2019 - 9:50:02 AM
Long-term archiving on : Tuesday, December 11, 2018 - 3:58:00 PM
Antoine Legouhy, Olivier Commowick, François Rousseau, Christian Barillot. Anisotropic similarity, a constrained affine transformation: Application to brain development analysis. ISMRM 2018, Jun 2018, Paris, France. pp.1. ⟨inserm-01871274⟩
