Darren Fu

CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction

In this paper, we introduce CorticalFlow, a new geometric deep-learning model that, given a 3-dimensional image, learns to deform a reference template towards a targeted object. To conserve the template mesh’s topological properties, we train our model over a set of diffeomorphic transformations. Th…