Atharva Hans

Patient-specific unsupervised neural reconstruction of cardiac blood flow from 4D flow MRI

SMURF (Scalable Method for Unsupervised Reconstruction of Flow), a label-free framework that infers probabilistic geometry and velocity as implicit neural fields from magnitude and phase data through a measurement model, reduces reliance on expert-drawn segmentations and produces time-resolved segmentations and reconst...