Spatiotemporal graph neural process for reconstruction, extrapolation, and classification of cardiac trajectories

Jaume Banus, Augustin C. Ogier, Roger Hullin +3

We present a probabilistic framework for modeling structured spatiotemporal dynamics from sparse observations, focusing on cardiac motion. Our approach integrates neural ordinary d…