Monotonic Gaussian Process for Spatio-Temporal Disease Progression Modeling in Brain Imaging Data

Clement Abi Nader, Nicholas Ayache, Philippe Robert +1

We introduce a probabilistic generative model for disentangling spatio-temporal disease trajectories from series of high-dimensional brain images. The model is based on spatio-temp…