Kimberly A. Stevens

This paper introduces MR-AIV, a physics-informed AI method to reconstruct brain-wide fluid velocity fields from MRI, revealing distinct transport mechanisms in health and disease.

This paper improves and evaluates MR-AIV, a physics-informed neural network for inferring brain fluid dynamics from MRI, showing stable results across different modeling choices.

This paper develops an AI velocimetry method to infer 3D CSF flow in mice, including pressure, shear stress, and flow rates, with uncertainty quantification.