Wonjung Park

BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories

We present BrainODE, a neural ordinary differential equation (ODE)-based framework for modeling continuous longitudinal deformations of brain shapes. BrainODE learns a deformation space over anatomically meaningful brain regions to facilitate early prediction of neurodegenerative disease progression…