Consistent reconstruction of cortical surfaces from longitudinal brain MR images.

Journal: Medical Image Computing And Computer-Assisted Intervention : MICCAI ... International Conference On Medical Image Computing And Computer-Assisted Intervention
Published:
Abstract

Accurate and consistent reconstruction of cortical surfaces from longitudinal human brain MR images is of great importance in studying subtle morphological changes of the cerebral cortex. This paper presents a new deformable surface method for consistent and accurate reconstruction of inner, central and outer cortical surfaces from longitudinal MR images. Specifically, the cortical surfaces of the group-mean image of all aligned longitudinal images of the same subject are first reconstructed by a deformable surface method driven by a force derived from the Laplace's equation. And then the longitudinal cortical surfaces are consistently reconstructed by jointly deforming the cortical surfaces from the group-mean image to all longitudinal images. The proposed method has been successfully applied to both simulated and real longitudinal images, demonstrating its validity.

Authors
Gang Li, Jingxin Nie, Dinggang Shen