title: Mapping directionality specific volume changes using tensor based morphometry: an application to the study of gyrogenesis and lateralization of the human fetal brain.
abstract: Tensor based morphometry (TBM) is a powerful approach to analyze local structural changes in brain anatomy. However, conventional scalar TBM methods do not completely capture all direction specific volume changes required to model complex changes such as those during brain growth. In this paper, we describe novel TBM descriptors for studying direction-specific changes in a subject population which can be used in conjunction with scalar TBM to analyze local patterns in directionality of volume change during brain development. We also extend the methodology to provide a new approach to mapping directional asymmetry in deformation tensors associated with the emergence of structural asymmetry in the developing brain. We illustrate the use of these methods by studying developmental patterns in the human fetal brain, in vivo. Results show that fetal brain development exhibits a distinct spatial pattern of anisotropic growth. The most significant changes in the directionality of growth occur in the cortical plate at major sulci. Our analysis also detected directional growth asymmetry in the peri-Sylvian region and the medial frontal lobe of the fetal brain.
authors.affiliation: Biomedical Image Computing Group, Department of Pediatrics, University of Washington, Seattle, WA 98195, USA. vidyaraj@uw.edu
authors.forename: Vidya
authors.initials: V
authors.lastname: Rajagopalan
authors.forename: Julia
authors.initials: J
authors.lastname: Scott
authors.forename: Piotr A
authors.initials: PA
authors.lastname: Habas
authors.forename: Kio
authors.initials: K
authors.lastname: Kim
authors.forename: Francois
authors.initials: F
authors.lastname: Rousseau
authors.forename: Orit A
authors.initials: OA
authors.lastname: Glenn
authors.forename: A James
authors.initials: AJ
authors.lastname: Barkovich
authors.forename: Colin
authors.initials: C
authors.lastname: Studholme
mesh_terms: D001921:Brain / Q000254:growth & development*; D001931:Brain Mapping / Q000379:methods*; D056324:Diffusion Tensor Imaging / Q000379:methods*; D005333:Fetus; D007839:Functional Laterality / Q000502:physiology*; D006801:Humans; D007090:Image Interpretation, Computer-Assisted / Q000379:methods*