Browse our active and completed projects on Bayesian Hemodynamics and Biomedical Imaging.
Each project includes a brief overview, related publications, and the collaborators involved.
Joint inference of cardiac geometry and velocity fields from 4D flow MRI using a measurement model.
Bayesian growth assessment from longitudinal MRA using displacement distributions with an internal vessel control.
Segmentation and velocity reconstruction from 2D phase-contrast MRI using a measurement-coupled model.
Join Prof. Bilionis’ Substack community for deep dives into uncertainty quantification, AI-driven simulations, and the latest laboratory updates.
