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CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs [article]

Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary
2022 arXiv   pre-print
CortexODE leverages neural ordinary differential equations (ODEs) to deform an input surface into a target shape by learning a diffeomorphic flow.  ...  We present CortexODE, a deep learning framework for cortical surface reconstruction.  ...  Contributions In this work, we propose a novel geometric deep learning model for cortical surface reconstruction, called CortexODE, based on the neural ODE framework [36] .  ... 
arXiv:2202.08329v2 fatcat:lgmvezhb4ncopobpvmvykdjpz4